BibTeX records: Kesheng Wu

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@article{DBLP:journals/access/FrehnerWSKS24,
  author       = {Robin Frehner and
                  Kesheng Wu and
                  Alexander Sim and
                  Jinoh Kim and
                  Kurt Stockinger},
  title        = {Detecting Anomalies in Time Series Using Kernel Density Approaches},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {33420--33439},
  year         = {2024},
  url          = {https://doi.org/10.1109/ACCESS.2024.3371891},
  doi          = {10.1109/ACCESS.2024.3371891},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/FrehnerWSKS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ZhouLCMEMSWWWY024,
  author       = {Lixi Zhou and
                  Qi Lin and
                  Kanchan Chowdhury and
                  Saif Masood and
                  Alexandre E. Eichenberger and
                  Hong Min and
                  Alexander Sim and
                  Jie Wang and
                  Yida Wang and
                  Kesheng Wu and
                  Binhang Yuan and
                  Jia Zou},
  editor       = {Letizia Tanca and
                  Qiong Luo and
                  Giuseppe Polese and
                  Loredana Caruccio and
                  Xavier Oriol and
                  Donatella Firmani},
  title        = {Serving Deep Learning Models from Relational Databases},
  booktitle    = {Proceedings 27th International Conference on Extending Database Technology,
                  {EDBT} 2024, Paestum, Italy, March 25 - March 28},
  pages        = {717--724},
  publisher    = {OpenProceedings.org},
  year         = {2024},
  url          = {https://doi.org/10.48786/edbt.2024.61},
  doi          = {10.48786/EDBT.2024.61},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edbt/ZhouLCMEMSWWWY024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/KimSWBS23,
  author       = {Sunggon Kim and
                  Alex Sim and
                  Kesheng Wu and
                  Suren Byna and
                  Yongseok Son},
  title        = {Design and implementation of {I/O} performance prediction scheme on
                  {HPC} systems through large-scale log analysis},
  journal      = {J. Big Data},
  volume       = {10},
  number       = {1},
  pages        = {65},
  year         = {2023},
  url          = {https://doi.org/10.1186/s40537-023-00741-4},
  doi          = {10.1186/S40537-023-00741-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/KimSWBS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangWSH23,
  author       = {Jonathan Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Seongwook Hwangbo},
  title        = {Locating Partial Discharges in Power Transformers with Convolutional
                  Iterative Filtering},
  journal      = {Sensors},
  volume       = {23},
  number       = {4},
  pages        = {1789},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23041789},
  doi          = {10.3390/S23041789},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/WangWSH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ShaoSWK23,
  author       = {Robin Shao and
                  Alex Sim and
                  Kesheng Wu and
                  Jinoh Kim},
  title        = {Leveraging History to Predict Infrequent Abnormal Transfers in Distributed
                  Workflows},
  journal      = {Sensors},
  volume       = {23},
  number       = {12},
  pages        = {5485},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23125485},
  doi          = {10.3390/S23125485},
  timestamp    = {Thu, 13 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/ShaoSWK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/systems/YangJLTSWCS23,
  author       = {Hung{-}Chia Yang and
                  Ling Jin and
                  Alina Lazar and
                  Annika Todd{-}Blick and
                  Alex Sim and
                  Kesheng Wu and
                  Qianmiao Chen and
                  C. Anna Spurlock},
  title        = {Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility
                  When Entering Parenthood: {A} Life Course Perspective},
  journal      = {Syst.},
  volume       = {11},
  number       = {6},
  pages        = {314},
  year         = {2023},
  url          = {https://doi.org/10.3390/systems11060314},
  doi          = {10.3390/SYSTEMS11060314},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/systems/YangJLTSWCS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SharmaLGSZWWCZSWZ23,
  author       = {Ankita Sharma and
                  Xuanmao Li and
                  Hong Guan and
                  Guoxin Sun and
                  Liang Zhang and
                  Lanjun Wang and
                  Kesheng Wu and
                  Lei Cao and
                  Erkang Zhu and
                  Alexander Sim and
                  Teresa Wu and
                  Jia Zou},
  editor       = {Jingrui He and
                  Themis Palpanas and
                  Xiaohua Hu and
                  Alfredo Cuzzocrea and
                  Dejing Dou and
                  Dominik Slezak and
                  Wei Wang and
                  Aleksandra Gruca and
                  Jerry Chun{-}Wei Lin and
                  Rakesh Agrawal},
  title        = {Automatic Data Transformation Using Large Language Model - An Experimental
                  Study on Building Energy Data},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
                  Italy, December 15-18, 2023},
  pages        = {1824--1834},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386931},
  doi          = {10.1109/BIGDATA59044.2023.10386931},
  timestamp    = {Fri, 02 Feb 2024 12:00:39 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/SharmaLGSZWWCZSWZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/OguchiGSW23,
  author       = {Carolina Minami Oguchi and
                  Dipak Ghosal and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Jingrui He and
                  Themis Palpanas and
                  Xiaohua Hu and
                  Alfredo Cuzzocrea and
                  Dejing Dou and
                  Dominik Slezak and
                  Wei Wang and
                  Aleksandra Gruca and
                  Jerry Chun{-}Wei Lin and
                  Rakesh Agrawal},
  title        = {Counterfactual Analysis: {A} Case Study on Impact of External Events
                  on Building Energy Consumption},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
                  Italy, December 15-18, 2023},
  pages        = {3803--3812},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386631},
  doi          = {10.1109/BIGDATA59044.2023.10386631},
  timestamp    = {Fri, 02 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/OguchiGSW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/DengSWGHMAWW23,
  author       = {Ziyue Deng and
                  Alex Sim and
                  Kesheng Wu and
                  Chin Guok and
                  Damian Hazen and
                  Inder Monga and
                  Fabio Andrijauskas and
                  Frank W{\"{u}}rthwein and
                  Derek Weitzel},
  editor       = {Massimo Cafaro and
                  Eric Chan{-}Tin and
                  Jerry Chou and
                  Jinoh Kim},
  title        = {Analyzing Transatlantic Network Traffic over Scientific Data Caches},
  booktitle    = {Proceedings of the 2023 on Systems and Network Telemetry and Analytics,
                  {SNTA} 2023, Orlando, FL, USA, 20 June 2023},
  pages        = {19--22},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3589012.3594897},
  doi          = {10.1145/3589012.3594897},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/DengSWGHMAWW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/SimWSMGWDNB23,
  author       = {Caitlin Sim and
                  Kesheng Wu and
                  Alex Sim and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Harvey B. Newman and
                  Justas Balcas},
  title        = {Effectiveness and predictability of in-network storage cache for Scientific
                  Workflows},
  booktitle    = {International Conference on Computing, Networking and Communications,
                  {ICNC} 2023, Honolulu, HI, USA, February 20-22, 2023},
  pages        = {226--230},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICNC57223.2023.10074058},
  doi          = {10.1109/ICNC57223.2023.10074058},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccnc/SimWSMGWDNB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/ChungPSW23,
  author       = {Joshua Chung and
                  Marcos L{\'{o}}pez de Prado and
                  Horst D. Simon and
                  Kesheng Wu},
  editor       = {Robert Schuler and
                  Carl Kesselman and
                  Kyle Chard and
                  Alejandro Bugacov},
  title        = {Data Driven Dimensionality Reduction to Improve Modeling Performance{\unicode{10033}}},
  booktitle    = {Proceedings of the 35th International Conference on Scientific and
                  Statistical Database Management, {SSDBM} 2023, Los Angeles, CA, USA,
                  July 10-12, 2023},
  pages        = {5:1--5:16},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3603719.3603744},
  doi          = {10.1145/3603719.3603744},
  timestamp    = {Mon, 05 Feb 2024 20:33:22 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/ChungPSW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00856,
  author       = {Ziyue Deng and
                  Alex Sim and
                  Kesheng Wu and
                  Chin Guok and
                  Damian Hazen and
                  Inder Monga and
                  Fabio Andrijauskas and
                  Frank W{\"{u}}rthwein and
                  Derek Weitzel},
  title        = {Analyzing Transatlantic Network Traffic over Scientific Data Caches},
  journal      = {CoRR},
  volume       = {abs/2305.00856},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.00856},
  doi          = {10.48550/ARXIV.2305.00856},
  eprinttype    = {arXiv},
  eprint       = {2305.00856},
  timestamp    = {Mon, 08 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-00856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11069,
  author       = {Caitlin Sim and
                  Kesheng Wu and
                  Alex Sim and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Harvey B. Newman and
                  Justas Balcas},
  title        = {Effectiveness and predictability of in-network storage cache for scientific
                  workflows},
  journal      = {CoRR},
  volume       = {abs/2307.11069},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.11069},
  doi          = {10.48550/ARXIV.2307.11069},
  eprinttype    = {arXiv},
  eprint       = {2307.11069},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-11069.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01957,
  author       = {Ankita Sharma and
                  Xuanmao Li and
                  Hong Guan and
                  Guoxin Sun and
                  Liang Zhang and
                  Lanjun Wang and
                  Kesheng Wu and
                  Lei Cao and
                  Erkang Zhu and
                  Alexander Sim and
                  Teresa Wu and
                  Jia Zou},
  title        = {Automatic Data Transformation Using Large Language Model: An Experimental
                  Study on Building Energy Data},
  journal      = {CoRR},
  volume       = {abs/2309.01957},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.01957},
  doi          = {10.48550/ARXIV.2309.01957},
  eprinttype    = {arXiv},
  eprint       = {2309.01957},
  timestamp    = {Mon, 11 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-01957.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04696,
  author       = {Alexandre E. Eichenberger and
                  Qi Lin and
                  Saif Masood and
                  Hong Min and
                  Alexander Sim and
                  Jie Wang and
                  Yida Wang and
                  Kesheng Wu and
                  Binhang Yuan and
                  Lixi Zhou and
                  Jia Zou},
  title        = {Serving Deep Learning Model in Relational Databases},
  journal      = {CoRR},
  volume       = {abs/2310.04696},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.04696},
  doi          = {10.48550/ARXIV.2310.04696},
  eprinttype    = {arXiv},
  eprint       = {2310.04696},
  timestamp    = {Fri, 20 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-04696.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01288,
  author       = {Junmin Gu and
                  Paul Lin and
                  Kesheng Wu and
                  Seung{-}Hoe Ku and
                  Choong{-}Seock Chang and
                  Randy Michael Churchill and
                  Jong Choi and
                  Norbert Podhorszki and
                  Scott Klasky},
  title        = {Unraveling Diffusion in Fusion Plasma: {A} Case Study of In Situ Processing
                  and Particle Sorting},
  journal      = {CoRR},
  volume       = {abs/2311.01288},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.01288},
  doi          = {10.48550/ARXIV.2311.01288},
  eprinttype    = {arXiv},
  eprint       = {2311.01288},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-01288.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/KimSWBS22,
  author       = {Sunggon Kim and
                  Alex Sim and
                  Kesheng Wu and
                  Suren Byna and
                  Yongseok Son},
  title        = {Design and implementation of dynamic {I/O} control scheme for large
                  scale distributed file systems},
  journal      = {Clust. Comput.},
  volume       = {25},
  number       = {6},
  pages        = {4423--4438},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10586-022-03640-0},
  doi          = {10.1007/S10586-022-03640-0},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cluster/KimSWBS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/WeingerKSNMW22,
  author       = {Brett Weinger and
                  Jinoh Kim and
                  Alex Sim and
                  Makiya Nakashima and
                  Nour Moustafa and
                  K. John Wu},
  title        = {Enhancing IoT anomaly detection performance for federated learning},
  journal      = {Digit. Commun. Networks},
  volume       = {8},
  number       = {3},
  pages        = {314--323},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.dcan.2022.02.007},
  doi          = {10.1016/J.DCAN.2022.02.007},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dcan/WeingerKSNMW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/DongPTBAW22,
  author       = {Bin Dong and
                  Alex Popescu and
                  Ver{\'{o}}nica Rodr{\'{\i}}guez Tribaldos and
                  Suren Byna and
                  Jonathan Ajo{-}Franklin and
                  Kesheng Wu},
  title        = {Real-time and post-hoc compression for data from Distributed Acoustic
                  Sensing},
  journal      = {Comput. Geosci.},
  volume       = {166},
  pages        = {105181},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cageo.2022.105181},
  doi          = {10.1016/J.CAGEO.2022.105181},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/gandc/DongPTBAW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangCYWTW22,
  author       = {Xiaoxia Zhang and
                  Degang Chen and
                  Hong Yu and
                  Guoyin Wang and
                  Houjun Tang and
                  Kesheng Wu},
  title        = {Improving nonnegative matrix factorization with advanced graph regularization},
  journal      = {Inf. Sci.},
  volume       = {597},
  pages        = {125--143},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ins.2022.03.008},
  doi          = {10.1016/J.INS.2022.03.008},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ZhangCYWTW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WanHGPGWCLGMFVP22,
  author       = {Lipeng Wan and
                  Axel Huebl and
                  Junmin Gu and
                  Franz Poeschel and
                  Ana Gainaru and
                  Ruonan Wang and
                  Jieyang Chen and
                  Xin Liang and
                  Dmitry Ganyushin and
                  Todd S. Munson and
                  Ian T. Foster and
                  Jean{-}Luc Vay and
                  Norbert Podhorszki and
                  Kesheng Wu and
                  Scott Klasky},
  title        = {Improving {I/O} Performance for Exascale Applications Through Online
                  Data Layout Reorganization},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {33},
  number       = {4},
  pages        = {878--890},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPDS.2021.3100784},
  doi          = {10.1109/TPDS.2021.3100784},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tpds/WanHGPGWCLGMFVP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/WangLBSNACWL22,
  author       = {Kewei Wang and
                  Sunwoo Lee and
                  Jan Balewski and
                  Alex Sim and
                  Peter Nugent and
                  Ankit Agrawal and
                  Alok N. Choudhary and
                  Kesheng Wu and
                  Wei{-}Keng Liao},
  title        = {Using Multi-Resolution Data to Accelerate Neural Network Training
                  in Scientific Applications},
  booktitle    = {22nd {IEEE} International Symposium on Cluster, Cloud and Internet
                  Computing, CCGrid 2022, Taormina, Italy, May 16-19, 2022},
  pages        = {404--413},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CCGrid54584.2022.00050},
  doi          = {10.1109/CCGRID54584.2022.00050},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccgrid/WangLBSNACWL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/ShaoKSW22,
  author       = {Robin Shao and
                  Jinoh Kim and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Massimo Cafaro and
                  Jerry Chou and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Predicting Slow Network Transfers in Scientific Computing},
  booktitle    = {SNTA@HPDC 2022, Fifth International Workshop on Systems and Network
                  Telemetry and Analytics, Minneapolis, MN, USA, 30 June 2022},
  pages        = {13--20},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3526064.3534112},
  doi          = {10.1145/3526064.3534112},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/ShaoKSW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/HanSWMGWDBN22,
  author       = {Ruize Han and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Justas Balcas and
                  Harvey B. Newman},
  editor       = {Massimo Cafaro and
                  Jerry Chou and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Access Trends of In-network Cache for Scientific Data},
  booktitle    = {SNTA@HPDC 2022, Fifth International Workshop on Systems and Network
                  Telemetry and Analytics, Minneapolis, MN, USA, 30 June 2022},
  pages        = {21--28},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3526064.3534110},
  doi          = {10.1145/3526064.3534110},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/HanSWMGWDBN22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/BellavitaSWMGWD22,
  author       = {Julian Bellavita and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila},
  editor       = {Massimo Cafaro and
                  Jerry Chou and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Studying Scientific Data Lifecycle in On-demand Distributed Storage
                  Caches},
  booktitle    = {SNTA@HPDC 2022, Fifth International Workshop on Systems and Network
                  Telemetry and Analytics, Minneapolis, MN, USA, 30 June 2022},
  pages        = {43--50},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3526064.3534111},
  doi          = {10.1145/3526064.3534111},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/BellavitaSWMGWD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MaRWS22,
  author       = {Yujing Ma and
                  Florin Rusu and
                  Kesheng Wu and
                  Alexander Sim},
  title        = {Adaptive Optimization for Sparse Data on Heterogeneous GPUs},
  booktitle    = {{IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
  pages        = {1088--1097},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IPDPSW55747.2022.00177},
  doi          = {10.1109/IPDPSW55747.2022.00177},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipps/MaRWS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/GuEKPWW22,
  author       = {Junmin Gu and
                  Greg Eisenhauer and
                  Scott Klasky and
                  Norbert Podhorszki and
                  Ruonan Wang and
                  Kesheng Wu},
  editor       = {Elaheh Pourabbas and
                  Yongluan Zhou and
                  Yuchen Li and
                  Bin Yang},
  title        = {Exploring Large All-Flash Storage System with Scientific Simulation},
  booktitle    = {{SSDBM} 2022: 34th International Conference on Scientific and Statistical
                  Database Management, Copenhagen, Denmark, July 6 - 8, 2022},
  pages        = {23:1--23:4},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3538712.3538734},
  doi          = {10.1145/3538712.3538734},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/GuEKPWW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05563,
  author       = {Ruize Han and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Justas Balcas and
                  Harvey B. Newman},
  title        = {Access Trends of In-network Cache for Scientific Data},
  journal      = {CoRR},
  volume       = {abs/2205.05563},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.05563},
  doi          = {10.48550/ARXIV.2205.05563},
  eprinttype    = {arXiv},
  eprint       = {2205.05563},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-05563.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05598,
  author       = {Julian Bellavita and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila},
  title        = {Studying Scientific Data Lifecycle in On-demand Distributed Storage
                  Caches},
  journal      = {CoRR},
  volume       = {abs/2205.05598},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.05598},
  doi          = {10.48550/ARXIV.2205.05598},
  eprinttype    = {arXiv},
  eprint       = {2205.05598},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-05598.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09703,
  author       = {Jeeyung Kim and
                  Mengtian Jin and
                  Youkow Homma and
                  Alex Sim and
                  Wilko Kroeger and
                  Kesheng Wu},
  title        = {Extract Dynamic Information To Improve Time Series Modeling: a Case
                  Study with Scientific Workflow},
  journal      = {CoRR},
  volume       = {abs/2205.09703},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.09703},
  doi          = {10.48550/ARXIV.2205.09703},
  eprinttype    = {arXiv},
  eprint       = {2205.09703},
  timestamp    = {Mon, 23 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-09703.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12216,
  author       = {Jonathan Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Seongwook Hwangbo},
  title        = {Feature Engineering and Classification Models for Partial Discharge
                  in Power Transformers},
  journal      = {CoRR},
  volume       = {abs/2210.12216},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.12216},
  doi          = {10.48550/ARXIV.2210.12216},
  eprinttype    = {arXiv},
  eprint       = {2210.12216},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-12216.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbcs/DongWB21,
  author       = {Bin Dong and
                  Kesheng Wu and
                  Suren Byna},
  title        = {User-Defined Tensor Data Analysis, 2},
  series       = {Springer Briefs in Computer Science},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-70750-7},
  doi          = {10.1007/978-3-030-70750-7},
  isbn         = {978-3-030-70749-1},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sbcs/DongWB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbdi/SyalLKSW21,
  author       = {Astha Syal and
                  Alina Lazar and
                  Jinoh Kim and
                  Alex Sim and
                  Kesheng Wu},
  title        = {Network traffic performance analysis from passive measurements using
                  gradient boosting machine learning},
  journal      = {Int. J. Big Data Intell.},
  volume       = {8},
  number       = {1},
  pages        = {13--30},
  year         = {2021},
  url          = {https://doi.org/10.1504/IJBDI.2021.118741},
  doi          = {10.1504/IJBDI.2021.118741},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijbdi/SyalLKSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/KooLLBKLHAWE21,
  author       = {Donghun Koo and
                  Jaehwan Lee and
                  Jialin Liu and
                  Eun{-}Kyu Byun and
                  Jae{-}Hyuck Kwak and
                  Glenn K. Lockwood and
                  Soonwook Hwang and
                  Katie Antypas and
                  Kesheng Wu and
                  Hyeonsang Eom},
  title        = {An empirical study of {I/O} separation for burst buffers in {HPC}
                  systems},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {148},
  pages        = {96--108},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.jpdc.2020.10.007},
  doi          = {10.1016/J.JPDC.2020.10.007},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jpdc/KooLLBKLHAWE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LazarJBSSW21,
  author       = {Alina Lazar and
                  Ling Jin and
                  Caitlin Brown and
                  C. Anna Spurlock and
                  Alexander Sim and
                  Kesheng Wu},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Performance of the Gold Standard and Machine Learning in Predicting
                  Vehicle Transactions},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {3700--3704},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671286},
  doi          = {10.1109/BIGDATA52589.2021.9671286},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LazarJBSSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/LeeKWBSACNWL21,
  author       = {Sunwoo Lee and
                  Qiao Kang and
                  Kewei Wang and
                  Jan Balewski and
                  Alex Sim and
                  Ankit Agrawal and
                  Alok N. Choudhary and
                  Peter Nugent and
                  Kesheng Wu and
                  Wei{-}keng Liao},
  title        = {Asynchronous {I/O} Strategy for Large-Scale Deep Learning Applications},
  booktitle    = {28th {IEEE} International Conference on High Performance Computing,
                  Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
                  2021},
  pages        = {322--331},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/HiPC53243.2021.00046},
  doi          = {10.1109/HIPC53243.2021.00046},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hipc/LeeKWBSACNWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/BangKWSBSE21,
  author       = {Jiwoo Bang and
                  Chungyong Kim and
                  Kesheng Wu and
                  Alex Sim and
                  Suren Byna and
                  Hanul Sung and
                  Hyeonsang Eom},
  title        = {An In-Depth {I/O} Pattern Analysis in {HPC} Systems},
  booktitle    = {28th {IEEE} International Conference on High Performance Computing,
                  Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
                  2021},
  pages        = {400--405},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/HiPC53243.2021.00056},
  doi          = {10.1109/HIPC53243.2021.00056},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hipc/BangKWSBSE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/CoppsZSWMGWDH21,
  author       = {Elizabeth Copps and
                  Huiyi Zhang and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Edgar Fajardo Hernandez},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Analyzing Scientific Data Sharing Patterns for In-network Data Caching},
  booktitle    = {SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry
                  and Analytics, Virtual Event, Sweden, 21 June, 2021},
  pages        = {9--16},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3452411.3464441},
  doi          = {10.1145/3452411.3464441},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/CoppsZSWMGWDH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/LazarSW21,
  author       = {Alina Lazar and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {GPU-based Classification for Wireless Intrusion Detection},
  booktitle    = {SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry
                  and Analytics, Virtual Event, Sweden, 21 June, 2021},
  pages        = {27--31},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3452411.3464445},
  doi          = {10.1145/3452411.3464445},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/LazarSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/WangWSYM21,
  author       = {Yumeng Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Shinjae Yoo and
                  Shigeki Misawa},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Access Patterns to Disk Cache for Large Scientific Archive},
  booktitle    = {SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry
                  and Analytics, Virtual Event, Sweden, 21 June, 2021},
  pages        = {37--40},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3452411.3464444},
  doi          = {10.1145/3452411.3464444},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/WangWSYM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MaRWS21,
  author       = {Yujing Ma and
                  Florin Rusu and
                  Kesheng Wu and
                  Alexander Sim},
  title        = {Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous
                  {CPU+GPU} Architectures},
  booktitle    = {{IEEE} International Parallel and Distributed Processing Symposium
                  Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
                  2021},
  pages        = {6--15},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IPDPSW52791.2021.00012},
  doi          = {10.1109/IPDPSW52791.2021.00012},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/MaRWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11027,
  author       = {Ling Jin and
                  C. Anna Spurlock and
                  Sam Borgeson and
                  Alina Lazar and
                  Daniel Fredman and
                  Annika Todd and
                  Alexander Sim and
                  Kesheng Wu},
  title        = {Investigating Underlying Drivers of Variability in Residential Energy
                  Usage Patterns with Daily Load Shape Clustering of Smart Meter Data},
  journal      = {CoRR},
  volume       = {abs/2102.11027},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.11027},
  eprinttype    = {arXiv},
  eprint       = {2102.11027},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-11027.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12602,
  author       = {Jeeyung Kim and
                  Alex Sim and
                  Jinoh Kim and
                  Kesheng Wu and
                  Jaegyoon Hahm},
  title        = {Improving Botnet Detection with Recurrent Neural Network and Transfer
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2104.12602},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.12602},
  eprinttype    = {arXiv},
  eprint       = {2104.12602},
  timestamp    = {Mon, 03 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-12602.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00964,
  author       = {Elizabeth Copps and
                  Huiyi Zhang and
                  Alex Sim and
                  Kesheng Wu and
                  Inder Monga and
                  Chin Guok and
                  Frank W{\"{u}}rthwein and
                  Diego Davila and
                  Edgar Fajardo Hernandez},
  title        = {Analyzing scientific data sharing patterns for in-network data caching},
  journal      = {CoRR},
  volume       = {abs/2105.00964},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.00964},
  eprinttype    = {arXiv},
  eprint       = {2105.00964},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-00964.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07108,
  author       = {Lipeng Wan and
                  Axel Huebl and
                  Junmin Gu and
                  Franz Poeschel and
                  Ana Gainaru and
                  Ruonan Wang and
                  Jieyang Chen and
                  Xin Liang and
                  Dmitry Ganyushin and
                  Todd S. Munson and
                  Ian T. Foster and
                  Jean{-}Luc Vay and
                  Norbert Podhorszki and
                  Kesheng Wu and
                  Scott Klasky},
  title        = {Improving {I/O} Performance for Exascale Applications through Online
                  Data Layout Reorganization},
  journal      = {CoRR},
  volume       = {abs/2107.07108},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.07108},
  eprinttype    = {arXiv},
  eprint       = {2107.07108},
  timestamp    = {Thu, 12 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-07108.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07029,
  author       = {Yujing Ma and
                  Florin Rusu and
                  Kesheng Wu and
                  Alexander Sim},
  title        = {Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous
                  Multi-GPU Servers},
  journal      = {CoRR},
  volume       = {abs/2110.07029},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07029},
  eprinttype    = {arXiv},
  eprint       = {2110.07029},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07029.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JinLSTSWYS20,
  author       = {Ling Jin and
                  Alina Lazar and
                  James Sears and
                  Annika Todd{-}Blick and
                  Alexander Sim and
                  Kesheng Wu and
                  Hung{-}Chia Yang and
                  C. Anna Spurlock},
  title        = {Clustering Life Course to Understand the Heterogeneous Effects of
                  Life Events, Gender, and Generation on Habitual Travel Modes},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {190964--190980},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3032328},
  doi          = {10.1109/ACCESS.2020.3032328},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/JinLSTSWYS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/LoganAACCGKEGGK20,
  author       = {Jeremy Logan and
                  Mark Ainsworth and
                  Chuck Atkins and
                  Jieyang Chen and
                  Jong Choi and
                  Junmin Gu and
                  James Kress and
                  Greg Eisenhauer and
                  Berk Geveci and
                  William F. Godoy and
                  Mark Kim and
                  Tahsin M. Kur{\c{c}} and
                  Qing Liu and
                  Kshitij Mehta and
                  George Ostrouchov and
                  Norbert Podhorszki and
                  David Pugmire and
                  Eric Suchyta and
                  Nicholas Thompson and
                  Ozan Tugluk and
                  Lipeng Wan and
                  Ruonan Wang and
                  Ben Whitney and
                  Matthew Wolf and
                  Kesheng Wu and
                  Scott Klasky},
  title        = {Extending the Publish/Subscribe Abstraction for High-Performance {I/O}
                  and Data Management at Extreme Scale},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {43},
  number       = {1},
  pages        = {35--46},
  year         = {2020},
  url          = {http://sites.computer.org/debull/A20mar/p35.pdf},
  timestamp    = {Mon, 04 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/LoganAACCGKEGGK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/GodoyPWAEGDCGHH20,
  author       = {William F. Godoy and
                  Norbert Podhorszki and
                  Ruonan Wang and
                  Chuck Atkins and
                  Greg Eisenhauer and
                  Junmin Gu and
                  Philip E. Davis and
                  Jong Choi and
                  Kai Germaschewski and
                  Kevin A. Huck and
                  Axel Huebl and
                  Mark Kim and
                  James Kress and
                  Tahsin M. Kur{\c{c}} and
                  Qing Liu and
                  Jeremy Logan and
                  Kshitij Mehta and
                  George Ostrouchov and
                  Manish Parashar and
                  Franz Poeschel and
                  David Pugmire and
                  Eric Suchyta and
                  Keichi Takahashi and
                  Nick Thompson and
                  Seiji Tsutsumi and
                  Lipeng Wan and
                  Matthew Wolf and
                  Kesheng Wu and
                  Scott Klasky},
  title        = {{ADIOS} 2: The Adaptable Input Output System. {A} framework for high-performance
                  data management},
  journal      = {SoftwareX},
  volume       = {12},
  pages        = {100561},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.softx.2020.100561},
  doi          = {10.1016/J.SOFTX.2020.100561},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/softx/GodoyPWAEGDCGHH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DumontTAW20,
  author       = {Vincent Dumont and
                  Ver{\'{o}}nica Rodr{\'{\i}}guez Tribaldos and
                  Jonathan Ajo{-}Franklin and
                  Kesheng Wu},
  editor       = {Xintao Wu and
                  Chris Jermaine and
                  Li Xiong and
                  Xiaohua Hu and
                  Olivera Kotevska and
                  Siyuan Lu and
                  Weija Xu and
                  Srinivas Aluru and
                  Chengxiang Zhai and
                  Eyhab Al{-}Masri and
                  Zhiyuan Chen and
                  Jeff Saltz},
  title        = {Deep Learning for Surface Wave Identification in Distributed Acoustic
                  Sensing Data},
  booktitle    = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
                  Atlanta, GA, USA, December 10-13, 2020},
  pages        = {1293--1300},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/BigData50022.2020.9378084},
  doi          = {10.1109/BIGDATA50022.2020.9378084},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/DumontTAW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ChoDGWHSW20,
  author       = {Brian Cho and
                  Teresa Dayrit and
                  Yuan Gao and
                  Zhe Wang and
                  Tianzhen Hong and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Xintao Wu and
                  Chris Jermaine and
                  Li Xiong and
                  Xiaohua Hu and
                  Olivera Kotevska and
                  Siyuan Lu and
                  Weija Xu and
                  Srinivas Aluru and
                  Chengxiang Zhai and
                  Eyhab Al{-}Masri and
                  Zhiyuan Chen and
                  Jeff Saltz},
  title        = {Effective Missing Value Imputation Methods for Building Monitoring
                  Data},
  booktitle    = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
                  Atlanta, GA, USA, December 10-13, 2020},
  pages        = {2866--2875},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/BigData50022.2020.9378230},
  doi          = {10.1109/BIGDATA50022.2020.9378230},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ChoDGWHSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/KangSNLLACW20,
  author       = {Qiao Kang and
                  Alex Sim and
                  Peter Nugent and
                  Sunwoo Lee and
                  Wei{-}keng Liao and
                  Ankit Agrawal and
                  Alok N. Choudhary and
                  Kesheng Wu},
  title        = {Predicting Resource Requirement in Intermediate Palomar Transient
                  Factory Workflow},
  booktitle    = {20th {IEEE/ACM} International Symposium on Cluster, Cloud and Internet
                  Computing, {CCGRID} 2020, Melbourne, Australia, May 11-14, 2020},
  pages        = {619--628},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/CCGrid49817.2020.00-31},
  doi          = {10.1109/CCGRID49817.2020.00-31},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccgrid/KangSNLLACW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/KimSKW20,
  author       = {Jeeyung Kim and
                  Alex Sim and
                  Jinoh Kim and
                  Kesheng Wu},
  title        = {Botnet Detection Using Recurrent Variational Autoencoder},
  booktitle    = {{IEEE} Global Communications Conference, {GLOBECOM} 2020, Virtual
                  Event, Taiwan, December 7-11, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/GLOBECOM42002.2020.9348169},
  doi          = {10.1109/GLOBECOM42002.2020.9348169},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/globecom/KimSKW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/BhandariKLSW20,
  author       = {Shilpa Bhandari and
                  Avinash K. Kukreja and
                  Alina Lazar and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Feature Selection Improves Tree-based Classification for Wireless
                  Intrusion Detection},
  booktitle    = {Proceedings of the 3rd International Workshop on Systems and Network
                  Telemetry and Analytics, SNTA@HPDC 2020, Stockholm, Sweden, June 23,
                  2020},
  pages        = {19--26},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3391812.3396274},
  doi          = {10.1145/3391812.3396274},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/BhandariKLSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/BangKWSBKE20,
  author       = {Jiwoo Bang and
                  Chungyong Kim and
                  Kesheng Wu and
                  Alex Sim and
                  Suren Byna and
                  Sunggon Kim and
                  Hyeonsang Eom},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {{HPC} Workload Characterization Using Feature Selection and Clustering},
  booktitle    = {Proceedings of the 3rd International Workshop on Systems and Network
                  Telemetry and Analytics, SNTA@HPDC 2020, Stockholm, Sweden, June 23,
                  2020},
  pages        = {33--40},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3391812.3396270},
  doi          = {10.1145/3391812.3396270},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/BangKWSBKE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/KimSKWH20,
  author       = {Jeeyung Kim and
                  Alex Sim and
                  Jinoh Kim and
                  Kesheng Wu and
                  Jaegyoon Hahm},
  editor       = {Massimo Cafaro and
                  Jinoh Kim and
                  Alex Sim},
  title        = {Transfer Learning Approach for Botnet Detection Based on Recurrent
                  Variational Autoencoder},
  booktitle    = {Proceedings of the 3rd International Workshop on Systems and Network
                  Telemetry and Analytics, SNTA@HPDC 2020, Stockholm, Sweden, June 23,
                  2020},
  pages        = {41--47},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3391812.3396273},
  doi          = {10.1145/3391812.3396273},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/KimSKWH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/KimSWBSE20,
  author       = {Sunggon Kim and
                  Alex Sim and
                  Kesheng Wu and
                  Suren Byna and
                  Yongseok Son and
                  Hyeonsang Eom},
  editor       = {Manish Parashar and
                  Vladimir Vlassov and
                  David E. Irwin and
                  Kathryn M. Mohror},
  title        = {Towards {HPC} {I/O} Performance Prediction through Large-scale Log
                  Analysis},
  booktitle    = {{HPDC} '20: The 29th International Symposium on High-Performance Parallel
                  and Distributed Computing, Stockholm, Sweden, June 23-26, 2020},
  pages        = {77--88},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3369583.3392678},
  doi          = {10.1145/3369583.3392678},
  timestamp    = {Tue, 25 Jul 2023 13:44:09 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/KimSWBSE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/0002TXBAW20,
  author       = {Bin Dong and
                  Ver{\'{o}}nica Rodr{\'{\i}}guez Tribaldos and
                  Xin Xing and
                  Suren Byna and
                  Jonathan Ajo{-}Franklin and
                  Kesheng Wu},
  title        = {{DASSA:} Parallel {DAS} Data Storage and Analysis for Subsurface Event
                  Detection},
  booktitle    = {2020 {IEEE} International Parallel and Distributed Processing Symposium
                  (IPDPS), New Orleans, LA, USA, May 18-22, 2020},
  pages        = {254--263},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IPDPS47924.2020.00035},
  doi          = {10.1109/IPDPS47924.2020.00035},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipps/0002TXBAW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msn/WeingerKSNMW20,
  author       = {Brett Weinger and
                  Jinoh Kim and
                  Alex Sim and
                  Makiya Nakashima and
                  Nour Moustafa and
                  K. John Wu},
  title        = {Enhancing IoT Anomaly Detection Performance for Federated Learning},
  booktitle    = {16th International Conference on Mobility, Sensing and Networking,
                  {MSN} 2020, Tokyo, Japan, December 17-19, 2020},
  pages        = {206--213},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/MSN50589.2020.00045},
  doi          = {10.1109/MSN50589.2020.00045},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/msn/WeingerKSNMW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/GhosalGSTW20,
  author       = {Gaurav R. Ghosal and
                  Dipak Ghosal and
                  Alex Sim and
                  Aditya V. Thakur and
                  Kesheng Wu},
  title        = {A Deep Deterministic Policy Gradient Based Network Scheduler For Deadline-Driven
                  Data Transfers},
  booktitle    = {2020 {IFIP} Networking Conference, Networking 2020, Paris, France,
                  June 22-26, 2020},
  pages        = {253--261},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://ieeexplore.ieee.org/document/9142791},
  timestamp    = {Thu, 23 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/networking/GhosalGSTW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00234,
  author       = {Jeeyung Kim and
                  Alex Sim and
                  Jinoh Kim and
                  Kesheng Wu},
  title        = {Botnet Detection Using Recurrent Variational Autoencoder},
  journal      = {CoRR},
  volume       = {abs/2004.00234},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.00234},
  eprinttype    = {arXiv},
  eprint       = {2004.00234},
  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-00234.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07842,
  author       = {Vincent Dumont and
                  Ver{\'{o}}nica Rodr{\'{\i}}guez Tribaldos and
                  Jonathan Ajo{-}Franklin and
                  Kesheng Wu},
  title        = {Deep Learning on Real Geophysical Data: {A} Case Study for Distributed
                  Acoustic Sensing Research},
  journal      = {CoRR},
  volume       = {abs/2010.07842},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.07842},
  eprinttype    = {arXiv},
  eprint       = {2010.07842},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-07842.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10352,
  author       = {Vincent Dumont and
                  Ver{\'{o}}nica Rodr{\'{\i}}guez Tribaldos and
                  Jonathan Ajo{-}Franklin and
                  Kesheng Wu},
  title        = {Deep Learning for Surface Wave Identification in Distributed Acoustic
                  Sensing Data},
  journal      = {CoRR},
  volume       = {abs/2010.10352},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.10352},
  eprinttype    = {arXiv},
  eprint       = {2010.10352},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-10352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/YildizWBS19,
  author       = {Beytullah Yildiz and
                  Kesheng Wu and
                  Suren Byna and
                  Arie Shoshani},
  title        = {Parallel membership queries on very large scientific data sets using
                  bitmap indexes},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {31},
  number       = {15},
  year         = {2019},
  url          = {https://doi.org/10.1002/cpe.5157},
  doi          = {10.1002/CPE.5157},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/concurrency/YildizWBS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/WuR19,
  author       = {Kesheng Wu and
                  Florin Rusu},
  title        = {Special issue on scientific and statistical data management},
  journal      = {Distributed Parallel Databases},
  volume       = {37},
  number       = {1},
  pages        = {1--3},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10619-019-07258-x},
  doi          = {10.1007/S10619-019-07258-X},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dpd/WuR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/LazarJSWST19,
  author       = {Alina Lazar and
                  Ling Jin and
                  C. Anna Spurlock and
                  Kesheng Wu and
                  Alex Sim and
                  Annika Todd},
  title        = {Evaluating the Effects of Missing Values and Mixed Data Types on Social
                  Sequence Clustering Using t-SNE Visualization},
  journal      = {{ACM} J. Data Inf. Qual.},
  volume       = {11},
  number       = {2},
  pages        = {7:1--7:22},
  year         = {2019},
  url          = {https://doi.org/10.1145/3301294},
  doi          = {10.1145/3301294},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdiq/LazarJSWST19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ZhangCW19,
  author       = {Xiaoxia Zhang and
                  Degang Chen and
                  Kesheng Wu},
  title        = {Incremental nonnegative matrix factorization based on correlation
                  and graph regularization for matrix completion},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {10},
  number       = {6},
  pages        = {1259--1268},
  year         = {2019},
  url          = {https://doi.org/10.1007/s13042-018-0808-7},
  doi          = {10.1007/S13042-018-0808-7},
  timestamp    = {Tue, 26 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mlc/ZhangCW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GhoshalWPS19,
  author       = {Devarshi Ghoshal and
                  Kesheng Wu and
                  Eric Pouyoul and
                  Erich Strohmaier},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Analysis and Prediction of Data Transfer Throughput for Data-Intensive
                  Workloads},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {3648--3657},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9005543},
  doi          = {10.1109/BIGDATA47090.2019.9005543},
  timestamp    = {Tue, 18 Oct 2022 14:44:48 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GhoshalWPS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KangACSWKBLL19,
  author       = {Qiao Kang and
                  Ankit Agrawal and
                  Alok N. Choudhary and
                  Alex Sim and
                  Kesheng Wu and
                  Rajkumar Kettimuthu and
                  Peter H. Beckman and
                  Zhengchun Liu and
                  Wei{-}keng Liao},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {4381--4389},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006046},
  doi          = {10.1109/BIGDATA47090.2019.9006046},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KangACSWKBLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LazarBJSSW19,
  author       = {Alina Lazar and
                  Alexandra Ballow and
                  Ling Jin and
                  C. Anna Spurlock and
                  Alexander Sim and
                  Kesheng Wu},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Machine Learning for Prediction of Mid to Long Term Habitual Transportation
                  Mode Use},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {4520--4524},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006411},
  doi          = {10.1109/BIGDATA47090.2019.9006411},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LazarBJSSW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LintonMLABGPRW19,
  author       = {Payton Linton and
                  William Melodia and
                  Alina Lazar and
                  Deborah A. Agarwal and
                  Ludovico Bianchi and
                  Devarshi Ghoshal and
                  Gilberto Zonta Pastorello and
                  Lavanya Ramakrishnan and
                  Kesheng Wu},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Understanding Data Similarity in Large-Scale Scientific Datasets},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {4525--4531},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006471},
  doi          = {10.1109/BIGDATA47090.2019.9006471},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LintonMLABGPRW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CetinLKSW19,
  author       = {Burak Cetin and
                  Alina Lazar and
                  Jinoh Kim and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Federated Wireless Network Intrusion Detection},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {6004--6006},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9005507},
  doi          = {10.1109/BIGDATA47090.2019.9005507},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/CetinLKSW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/KimSWBWSE19,
  author       = {Sunggon Kim and
                  Alex Sim and
                  Kesheng Wu and
                  Suren Byna and
                  Teng Wang and
                  Yongseok Son and
                  Hyeonsang Eom},
  title        = {{DCA-IO:} {A} Dynamic {I/O} Control Scheme for Parallel and Distributed
                  File Systems},
  booktitle    = {19th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid
                  Computing, {CCGRID} 2019, Larnaca, Cyprus, May 14-17, 2019},
  pages        = {351--360},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/CCGRID.2019.00049},
  doi          = {10.1109/CCGRID.2019.00049},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/KimSWBWSE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fmec/ShuklaGWSF19,
  author       = {Sambit Shukla and
                  Dipak Ghosal and
                  Kesheng Wu and
                  Alex Sim and
                  Matthew K. Farrens},
  title        = {Co-optimizing Latency and Energy for IoT services using {HMP} servers
                  in Fog Clusters},
  booktitle    = {Fourth International Conference on Fog and Mobile Edge Computing,
                  {FMEC} 2019, Rome, Italy, June 10-13, 2019},
  pages        = {121--128},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/FMEC.2019.8795353},
  doi          = {10.1109/FMEC.2019.8795353},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fmec/ShuklaGWSF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/GhosalSSTW19,
  author       = {Dipak Ghosal and
                  Sambit Shukla and
                  Alex Sim and
                  Aditya V. Thakur and
                  Kesheng Wu},
  title        = {A Reinforcement Learning Based Network Scheduler for Deadline-Driven
                  Data Transfers},
  booktitle    = {2019 {IEEE} Global Communications Conference, {GLOBECOM} 2019, Waikoloa,
                  HI, USA, December 9-13, 2019},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/GLOBECOM38437.2019.9013255},
  doi          = {10.1109/GLOBECOM38437.2019.9013255},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/GhosalSSTW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/SyalLKSW19,
  author       = {Astha Syal and
                  Alina Lazar and
                  Jinoh Kim and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Jinoh Kim and
                  Alex Sim},
  title        = {Automatic Detection of Network Traffic Anomalies and Changes},
  booktitle    = {Proceedings of the {ACM} Workshop on Systems and Network Telemetry
                  and Analytics, SNTA@HPDC 2019, Phoenix, AZ, USA, June 25, 2019},
  pages        = {3--10},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3322798.3329255},
  doi          = {10.1145/3322798.3329255},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/SyalLKSW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/GuercioOSW19,
  author       = {Olivia Del Guercio and
                  Rafael Orozco and
                  Alex Sim and
                  Kesheng Wu},
  editor       = {Jinoh Kim and
                  Alex Sim},
  title        = {Similarity-based Compression with Multidimensional Pattern Matching},
  booktitle    = {Proceedings of the {ACM} Workshop on Systems and Network Telemetry
                  and Analytics, SNTA@HPDC 2019, Phoenix, AZ, USA, June 25, 2019},
  pages        = {19--24},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3322798.3329252},
  doi          = {10.1145/3322798.3329252},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/GuercioOSW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/SungBSWE19,
  author       = {Hanul Sung and
                  Jiwoo Bang and
                  Alexander Sim and
                  Kesheng Wu and
                  Hyeonsang Eom},
  editor       = {Jinoh Kim and
                  Alex Sim},
  title        = {Understanding Parallel {I/O} Performance Trends Under Various {HPC}
                  Configurations},
  booktitle    = {Proceedings of the {ACM} Workshop on Systems and Network Telemetry
                  and Analytics, SNTA@HPDC 2019, Phoenix, AZ, USA, June 25, 2019},
  pages        = {29--36},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3322798.3329258},
  doi          = {10.1145/3322798.3329258},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/SungBSWE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/JinHSKW19,
  author       = {Mengtian Jin and
                  Youkow Homma and
                  Alex Sim and
                  Wilko Kroeger and
                  Kesheng Wu},
  editor       = {Jinoh Kim and
                  Alex Sim},
  title        = {Performance Prediction for Data Transfers in {LCLS} Workflow},
  booktitle    = {Proceedings of the {ACM} Workshop on Systems and Network Telemetry
                  and Analytics, SNTA@HPDC 2019, Phoenix, AZ, USA, June 25, 2019},
  pages        = {37--44},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3322798.3329254},
  doi          = {10.1145/3322798.3329254},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/JinHSKW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GuLWB19,
  author       = {Junmin Gu and
                  Burlen Loring and
                  Kesheng Wu and
                  E. Wes Bethel},
  editor       = {Kenneth Moreland and
                  Christoph Garth and
                  E. Wes Bethel and
                  Bruno Raffin},
  title        = {{HDF5} as a vehicle for in transit data movement},
  booktitle    = {Proceedings of the Workshop on In Situ Infrastructures for Enabling
                  Extreme-Scale Analysis and Visualization, ISAV@SC 2019, Denver, Colorado,
                  USA, November 18, 2019},
  pages        = {39--43},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3364228.3364237},
  doi          = {10.1145/3364228.3364237},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/GuLWB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/DongKLGBW19,
  author       = {Bin Dong and
                  Patrick Kilian and
                  Xiaocan Li and
                  Fan Guo and
                  Suren Byna and
                  Kesheng Wu},
  editor       = {Carlos Maltzahn and
                  Tanu Malik},
  title        = {Terabyte-scale Particle Data Analysis: An ArrayUDF Case Study},
  booktitle    = {Proceedings of the 31st International Conference on Scientific and
                  Statistical Database Management, {SSDBM} 2019, Santa Cruz, CA, USA,
                  July 23-25, 2019},
  pages        = {202--205},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3335783.3335805},
  doi          = {10.1145/3335783.3335805},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/DongKLGBW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/DongWBT19,
  author       = {Bin Dong and
                  Kesheng Wu and
                  Suren Byna and
                  Houjun Tang},
  editor       = {Mich{\`{e}}le Weiland and
                  Guido Juckeland and
                  Carsten Trinitis and
                  Ponnuswamy Sadayappan},
  title        = {{SLOPE:} Structural Locality-Aware Programming Model for Composing
                  Array Data Analysis},
  booktitle    = {High Performance Computing - 34th International Conference, {ISC}
                  High Performance 2019, Frankfurt/Main, Germany, June 16-20, 2019,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11501},
  pages        = {61--80},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20656-7\_4},
  doi          = {10.1007/978-3-030-20656-7\_4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/supercomputer/DongWBT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/HanKECWS19,
  author       = {Jongbeen Han and
                  Heemin Kim and
                  Hyeonsang Eom and
                  Jonathan Coignard and
                  Kesheng Wu and
                  Yongseok Son},
  editor       = {Rajendra Akerkar and
                  Jason J. Jung},
  title        = {Enabling SQL-Query Processing for Ethereum-based Blockchain Systems},
  booktitle    = {Proceedings of the 9th International Conference on Web Intelligence,
                  Mining and Semantics, {WIMS} 2019, Seoul, Republic of Korea, June
                  26-28, 2019},
  pages        = {9:1--9:7},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3326467.3326479},
  doi          = {10.1145/3326467.3326479},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wims/HanKECWS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06980,
  author       = {Dongeun Lee and
                  Alex Sim and
                  Jaesik Choi and
                  Kesheng Wu},
  title        = {{IDEALEM:} Statistical Similarity Based Data Reduction},
  journal      = {CoRR},
  volume       = {abs/1911.06980},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.06980},
  eprinttype    = {arXiv},
  eprint       = {1911.06980},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-06980.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbdi/KimCLSSTW18,
  author       = {Taehoon Kim and
                  Jaesik Choi and
                  Dongeun Lee and
                  Alex Sim and
                  C. Anna Spurlock and
                  Annika Todd and
                  Kesheng Wu},
  title        = {Predicting baseline for analysis of electricity pricing},
  journal      = {Int. J. Big Data Intell.},
  volume       = {5},
  number       = {1/2},
  pages        = {3--20},
  year         = {2018},
  url          = {https://doi.org/10.1504/IJBDI.2018.10008133},
  doi          = {10.1504/IJBDI.2018.10008133},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijbdi/KimCLSSTW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcse/ZhaoRWN18,
  author       = {Weijie Zhao and
                  Florin Rusu and
                  Kesheng Wu and
                  Peter Nugent},
  title        = {Automatic identification and classification of Palomar Transient Factory
                  astrophysical objects in {GLADE}},
  journal      = {Int. J. Comput. Sci. Eng.},
  volume       = {16},
  number       = {4},
  pages        = {337--349},
  year         = {2018},
  url          = {https://doi.org/10.1504/IJCSE.2018.10014955},
  doi          = {10.1504/IJCSE.2018.10014955},
  timestamp    = {Thu, 19 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcse/ZhaoRWN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ZhanGLMSW18,
  author       = {Hongyuan Zhan and
                  Gabriel Gomes and
                  Xiaoye S. Li and
                  Kamesh Madduri and
                  Alex Sim and
                  Kesheng Wu},
  title        = {Consensus Ensemble System for Traffic Flow Prediction},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {19},
  number       = {12},
  pages        = {3903--3914},
  year         = {2018},
  url          = {https://doi.org/10.1109/TITS.2018.2791505},
  doi          = {10.1109/TITS.2018.2791505},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/ZhanGLMSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DongWTKWB18,
  author       = {Bin Dong and
                  Teng Wang and
                  Houjun Tang and
                  Quincey Koziol and
                  Kesheng Wu and
                  Suren Byna},
  editor       = {Naoki Abe and
                  Huan Liu and
                  Calton Pu and
                  Xiaohua Hu and
                  Nesreen K. Ahmed and
                  Mu Qiao and
                  Yang Song and
                  Donald Kossmann and
                  Bing Liu and
                  Kisung Lee and
                  Jiliang Tang and
                  Jingrui He and
                  Jeffrey S. Saltz},
  title        = {{ARCHIE:} Data Analysis Acceleration with Array Caching in Hierarchical
                  Storage},
  booktitle    = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
                  Seattle, WA, USA, December 10-13, 2018},
  pages        = {211--220},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/BigData.2018.8622616},
  doi          = {10.1109/BIGDATA.2018.8622616},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/DongWTKWB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShachafSWK18,
  author       = {Tal Shachaf and
                  Alexander Sim and
                  Kesheng Wu and
                  Wilko Kroeger},
  editor       = {Naoki Abe and
                  Huan Liu and
                  Calton Pu and
                  Xiaohua Hu and
                  Nesreen K. Ahmed and
                  Mu Qiao and
                  Yang Song and
                  Donald Kossmann and
                  Bing Liu and
                  Kisung Lee and
                  Jiliang Tang and
                  Jingrui He and
                  Jeffrey S. Saltz},
  title        = {Detecting Anomalies in the {LCLS} Workflow},
  booktitle    = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
                  Seattle, WA, USA, December 10-13, 2018},
  pages        = {3256--3260},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/BigData.2018.8622334},
  doi          = {10.1109/BIGDATA.2018.8622334},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ShachafSWK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LazarWS18,
  author       = {Alina Lazar and
                  Kesheng Wu and
                  Alex Sim},
  editor       = {Naoki Abe and
                  Huan Liu and
                  Calton Pu and
                  Xiaohua Hu and
                  Nesreen K. Ahmed and
                  Mu Qiao and
                  Yang Song and
                  Donald Kossmann and
                  Bing Liu and
                  Kisung Lee and
                  Jiliang Tang and
                  Jingrui He and
                  Jeffrey S. Saltz},
  title        = {Predicting Network Traffic Using {TCP} Anomalies},
  booktitle    = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
                  Seattle, WA, USA, December 10-13, 2018},
  pages        = {5369--5371},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/BigData.2018.8622522},
  doi          = {10.1109/BIGDATA.2018.8622522},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LazarWS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/KettimuthuLFBSW18,
  author       = {Rajkumar Kettimuthu and
                  Zhengchun Liu and
                  Ian T. Foster and
                  Peter H. Beckman and
                  Alex Sim and
                  Kesheng Wu and
                  Wei{-}keng Liao and
                  Qiao Kang and
                  Ankit Agrawal and
                  Alok N. Choudhary},
  title        = {Towards Autonomic Science Infrastructure: Architecture, Limitations,
                  and Open Issues},
  booktitle    = {Proceedings of the 1st International Workshop on Autonomous Infrastructure
                  for Science, AI-Science@HPDC 2018, Tempe, AZ, USA, June 11, 2018},
  pages        = {2:1--2:9},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3217197.3217205},
  doi          = {10.1145/3217197.3217205},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/KettimuthuLFBSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/YangLKSW18,
  author       = {Mengying Yang and
                  Xinyu Liu and
                  Wilko Kroeger and
                  Alex Sim and
                  Kesheng Wu},
  title        = {Identifying Anomalous File Transfer Events in {LCLS} Workflow},
  booktitle    = {Proceedings of the 1st International Workshop on Autonomous Infrastructure
                  for Science, AI-Science@HPDC 2018, Tempe, AZ, USA, June 11, 2018},
  pages        = {7:1--7:4},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3217197.3217203},
  doi          = {10.1145/3217197.3217203},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/YangLKSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/Balasubramanian18,
  author       = {Sowmya Balasubramanian and
                  Dipak Ghosal and
                  Kamala Narayanan Balasubramanian Sharath and
                  Eric Pouyoul and
                  Alex Sim and
                  Kesheng Wu and
                  Brian Tierney},
  title        = {Auto-Tuned Publisher in a Pub/Sub System: Design and Performance Evaluation},
  booktitle    = {2018 {IEEE} International Conference on Autonomic Computing, {ICAC}
                  2018, Trento, Italy, September 3-7, 2018},
  pages        = {21--30},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICAC.2018.00012},
  doi          = {10.1109/ICAC.2018.00012},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/Balasubramanian18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/DaoLSTW18,
  author       = {Cecilia Dao and
                  Xinyu Liu and
                  Alex Sim and
                  Craig Tull and
                  Kesheng Wu},
  title        = {Modeling Data Transfers: Change Point and Anomaly Detection},
  booktitle    = {38th {IEEE} International Conference on Distributed Computing Systems,
                  {ICDCS} 2018, Vienna, Austria, July 2-6, 2018},
  pages        = {1589--1594},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDCS.2018.00177},
  doi          = {10.1109/ICDCS.2018.00177},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdcs/DaoLSTW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XingFBBPWB18,
  author       = {Haoyuan Xing and
                  Sofoklis Floratos and
                  Spyros Blanas and
                  Suren Byna and
                  Prabhat and
                  Kesheng Wu and
                  Paul Brown},
  title        = {ArrayBridge: Interweaving Declarative Array Processing in SciDB with
                  Imperative HDF5-Based Programs},
  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
                  Paris, France, April 16-19, 2018},
  pages        = {977--988},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDE.2018.00092},
  doi          = {10.1109/ICDE.2018.00092},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/XingFBBPWB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/ZhanGLMW18,
  author       = {Hongyuan Zhan and
                  Gabriel Gomes and
                  Xiaoye S. Li and
                  Kamesh Madduri and
                  Kesheng Wu},
  editor       = {Wei{-}Bin Zhang and
                  Alexandre M. Bayen and
                  Javier J. S{\'{a}}nchez Medina and
                  Matthew J. Barth},
  title        = {Efficient Online Hyperparameter Learning for Traffic Flow Prediction},
  booktitle    = {21st International Conference on Intelligent Transportation Systems,
                  {ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
  pages        = {164--169},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ITSC.2018.8569972},
  doi          = {10.1109/ITSC.2018.8569972},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itsc/ZhanGLMW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scfa/GuKPQW18,
  author       = {Junmin Gu and
                  Scott Klasky and
                  Norbert Podhorszki and
                  Ji Qiang and
                  Kesheng Wu},
  editor       = {Rio Yokota and
                  Weigang Wu},
  title        = {Querying Large Scientific Data Sets with Adaptable {IO} System {ADIOS}},
  booktitle    = {Supercomputing Frontiers - 4th Asian Conference, {SCFA} 2018, Singapore,
                  March 26-29, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10776},
  pages        = {51--69},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-69953-0\_4},
  doi          = {10.1007/978-3-319-69953-0\_4},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/scfa/GuKPQW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/ZhaoRDWHN18,
  author       = {Weijie Zhao and
                  Florin Rusu and
                  Bin Dong and
                  Kesheng Wu and
                  Anna Y. Q. Ho and
                  Peter Nugent},
  editor       = {Dimitris Sacharidis and
                  Johann Gamper and
                  Michael H. B{\"{o}}hlen},
  title        = {Distributed caching for processing raw arrays},
  booktitle    = {Proceedings of the 30th International Conference on Scientific and
                  Statistical Database Management, {SSDBM} 2018, Bozen-Bolzano, Italy,
                  July 09-11, 2018},
  pages        = {22:1--22:12},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3221269.3221295},
  doi          = {10.1145/3221269.3221295},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/ZhaoRDWHN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06089,
  author       = {Weijie Zhao and
                  Florin Rusu and
                  Bin Dong and
                  Kesheng Wu and
                  Anna Y. Q. Ho and
                  Peter Nugent},
  title        = {Distributed Caching for Complex Querying of Raw Arrays},
  journal      = {CoRR},
  volume       = {abs/1803.06089},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06089},
  eprinttype    = {arXiv},
  eprint       = {1803.06089},
  timestamp    = {Thu, 19 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00620,
  author       = {Hongyuan Zhan and
                  Gabriel Gomes and
                  Xiaoye S. Li and
                  Kamesh Madduri and
                  Kesheng Wu},
  title        = {Efficient Online Hyperparameter Optimization for Kernel Ridge Regression
                  with Applications to Traffic Time Series Prediction},
  journal      = {CoRR},
  volume       = {abs/1811.00620},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.00620},
  eprinttype    = {arXiv},
  eprint       = {1811.00620},
  timestamp    = {Thu, 22 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-00620.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JinLSBWST17,
  author       = {Ling Jin and
                  Doris Lee and
                  Alex Sim and
                  Sam Borgeson and
                  Kesheng Wu and
                  C. Anna Spurlock and
                  Annika Todd},
  title        = {Comparison of Clustering Techniques for Residential Energy Behavior
                  Using Smart Meter Data},
  booktitle    = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
                  Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
                  {USA}},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-17}},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15166},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JinLSBWST17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/WangWSH17,
  author       = {Jonathan Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Seongwook Hwangbo},
  editor       = {Ashiq Anjum and
                  Alan Sill and
                  Xinghui Zhao and
                  Mohsen M. Farid and
                  Shrideep Pallickara and
                  Jiannong Cao},
  title        = {Feature Engineering and Classification Models for Partial Discharge
                  Events in Power Transformers},
  booktitle    = {Proceedings of the Fourth {IEEE/ACM} International Conference on Big
                  Data Computing, Applications and Technologies, {BDCAT} 2017, Austin,
                  TX, USA, December 05 - 08, 2017},
  pages        = {269--270},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3148055.3149270},
  doi          = {10.1145/3148055.3149270},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bdc/WangWSH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LazarJSWS17,
  author       = {Alina Lazar and
                  Ling Jin and
                  C. Anna Spurlock and
                  Kesheng Wu and
                  Alex Sim},
  editor       = {Jian{-}Yun Nie and
                  Zoran Obradovic and
                  Toyotaro Suzumura and
                  Rumi Ghosh and
                  Raghunath Nambiar and
                  Chonggang Wang and
                  Hui Zang and
                  Ricardo Baeza{-}Yates and
                  Xiaohua Hu and
                  Jeremy Kepner and
                  Alfredo Cuzzocrea and
                  Jian Tang and
                  Masashi Toyoda},
  title        = {Data quality challenges with missing values and mixed types in joint
                  sequence analysis},
  booktitle    = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
                  Boston, MA, USA, December 11-14, 2017},
  pages        = {2620--2627},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigData.2017.8258222},
  doi          = {10.1109/BIGDATA.2017.8258222},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LazarJSWS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangWSH17,
  author       = {Jonathan Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Seongwook Hwangbo},
  editor       = {Jian{-}Yun Nie and
                  Zoran Obradovic and
                  Toyotaro Suzumura and
                  Rumi Ghosh and
                  Raghunath Nambiar and
                  Chonggang Wang and
                  Hui Zang and
                  Ricardo Baeza{-}Yates and
                  Xiaohua Hu and
                  Jeremy Kepner and
                  Alfredo Cuzzocrea and
                  Jian Tang and
                  Masashi Toyoda},
  title        = {Accurate signal timing from high frequency streaming data},
  booktitle    = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
                  Boston, MA, USA, December 11-14, 2017},
  pages        = {4852--4854},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigData.2017.8258565},
  doi          = {10.1109/BIGDATA.2017.8258565},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/WangWSH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/WangYSNW17,
  author       = {Jonathan Wang and
                  Wucherl Yoo and
                  Alex Sim and
                  Peter Nugent and
                  Kesheng Wu},
  title        = {Parallel Variable Selection for Effective Performance Prediction},
  booktitle    = {Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster,
                  Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17,
                  2017},
  pages        = {208--217},
  publisher    = {{IEEE} Computer Society / {ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1109/CCGRID.2017.47},
  doi          = {10.1109/CCGRID.2017.47},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/WangYSNW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/WuCPGTKW17,
  author       = {Tzu{-}Hsien Wu and
                  Jerry Chi{-}Yuan Chou and
                  Norbert Podhorszki and
                  Junmin Gu and
                  Yuan Tian and
                  Scott Klasky and
                  Kesheng Wu},
  title        = {Apply Block Index Technique to Scientific Data Analysis and {I/O}
                  Systems},
  booktitle    = {Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster,
                  Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17,
                  2017},
  pages        = {865--871},
  publisher    = {{IEEE} Computer Society / {ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1109/CCGRID.2017.37},
  doi          = {10.1109/CCGRID.2017.37},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/WuCPGTKW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/WangWSH17,
  author       = {Jonathan Wang and
                  Kesheng Wu and
                  Alex Sim and
                  Seongwook Hwangbo},
  title        = {Convolutional Filtering for Accurate Signal Timing from Noisy Streaming
                  Data},
  booktitle    = {15th {IEEE} Intl Conf on Dependable, Autonomic and Secure Computing,
                  15th Intl Conf on Pervasive Intelligence and Computing, 3rd Intl Conf
                  on Big Data Intelligence and Computing and Cyber Science and Technology
                  Congress, DASC/PiCom/DataCom/CyberSciTech 2017, Orlando, FL, USA,
                  November 6-10, 2017},
  pages        = {941--948},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.157},
  doi          = {10.1109/DASC-PICOM-DATACOM-CYBERSCITEC.2017.157},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasc/WangWSH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/LeeSCW17,
  author       = {Dongeun Lee and
                  Alex Sim and
                  Jaesik Choi and
                  Kesheng Wu},
  editor       = {Ali Bilgin and
                  Michael W. Marcellin and
                  Joan Serra{-}Sagrist{\`{a}} and
                  James A. Storer},
  title        = {Expanding Statistical Similarity Based Data Reduction to Capture Diverse
                  Patterns},
  booktitle    = {2017 Data Compression Conference, {DCC} 2017, Snowbird, UT, USA, April
                  4-7, 2017},
  pages        = {445},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/DCC.2017.77},
  doi          = {10.1109/DCC.2017.77},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dcc/LeeSCW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/DongWBLZR17,
  author       = {Bin Dong and
                  Kesheng Wu and
                  Surendra Byna and
                  Jialin Liu and
                  Weijie Zhao and
                  Florin Rusu},
  editor       = {H. Howie Huang and
                  Jon B. Weissman and
                  Adriana Iamnitchi and
                  Alexandru Iosup},
  title        = {ArrayUDF: User-Defined Scientific Data Analysis on Arrays},
  booktitle    = {Proceedings of the 26th International Symposium on High-Performance
                  Parallel and Distributed Computing, {HPDC} 2017, Washington, DC, USA,
                  June 26-30, 2017},
  pages        = {53--64},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3078597.3078599},
  doi          = {10.1145/3078597.3078599},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpdc/DongWBLZR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/UbaruWB17,
  author       = {Shashanka Ubaru and
                  Kesheng Wu and
                  Kristofer E. Bouchard},
  editor       = {Xuewen Chen and
                  Bo Luo and
                  Feng Luo and
                  Vasile Palade and
                  M. Arif Wani},
  title        = {UoI-NMF Cluster: {A} Robust Nonnegative Matrix Factorization Algorithm
                  for Improved Parts-Based Decomposition and Reconstruction of Noisy
                  Data},
  booktitle    = {16th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
  pages        = {241--248},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICMLA.2017.0-152},
  doi          = {10.1109/ICMLA.2017.0-152},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/UbaruWB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/WuCHDKW17,
  author       = {Tzu{-}Hsien Wu and
                  Jerry Chi{-}Yuan Chou and
                  Shyng Hao and
                  Bin Dong and
                  Scott Klasky and
                  Kesheng Wu},
  editor       = {Bernd Mohr and
                  Padma Raghavan},
  title        = {Optimizing the query performance of block index through data analysis
                  and {I/O} modeling},
  booktitle    = {Proceedings of the International Conference for High Performance Computing,
                  Networking, Storage and Analysis, {SC} 2017, Denver, CO, USA, November
                  12 - 17, 2017},
  pages        = {12},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3126908.3126934},
  doi          = {10.1145/3126908.3126934},
  timestamp    = {Tue, 08 Nov 2022 16:03:02 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/WuCHDKW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhaoRDWN17,
  author       = {Weijie Zhao and
                  Florin Rusu and
                  Bin Dong and
                  Kesheng Wu and
                  Peter Nugent},
  editor       = {Semih Salihoglu and
                  Wenchao Zhou and
                  Rada Chirkova and
                  Jun Yang and
                  Dan Suciu},
  title        = {Incremental View Maintenance over Array Data},
  booktitle    = {Proceedings of the 2017 {ACM} International Conference on Management
                  of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
  pages        = {139--154},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3035918.3064041},
  doi          = {10.1145/3035918.3064041},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ZhaoRDWN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/LeeSCW17,
  author       = {Dongeun Lee and
                  Alex Sim and
                  Jaesik Choi and
                  Kesheng Wu},
  title        = {Improving Statistical Similarity Based Data Reduction for Non-Stationary
                  Data},
  booktitle    = {Proceedings of the 29th International Conference on Scientific and
                  Statistical Database Management, Chicago, IL, USA, June 27-29, 2017},
  pages        = {37:1--37:6},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3085504.3085583},
  doi          = {10.1145/3085504.3085583},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/LeeSCW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XingFBBPWB17,
  author       = {Haoyuan Xing and
                  Sofoklis Floratos and
                  Spyros Blanas and
                  Suren Byna and
                  Prabhat and
                  Kesheng Wu and
                  Paul Brown},
  title        = {ArrayBridge: Interweaving declarative array processing with high-performance
                  computing},
  journal      = {CoRR},
  volume       = {abs/1702.08327},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08327},
  eprinttype    = {arXiv},
  eprint       = {1702.08327},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XingFBBPWB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/AgarwalFFKKLPRS16,
  author       = {Deborah A. Agarwal and
                  Boris Faybishenko and
                  Vicky L. Freedman and
                  Harinarayan Krishnan and
                  Gary Kushner and
                  Carina Lansing and
                  Ellen Porter and
                  Alexandru Romosan and
                  Arie Shoshani and
                  Haruko M. Wainwright and
                  Arthur Weidmer and
                  Kesheng Wu},
  title        = {A science data gateway for environmental management},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {28},
  number       = {7},
  pages        = {1994--2004},
  year         = {2016},
  url          = {https://doi.org/10.1002/cpe.3697},
  doi          = {10.1002/CPE.3697},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/AgarwalFFKKLPRS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/RosenbergHGCWP16,
  author       = {Gili Rosenberg and
                  Poya Haghnegahdar and
                  Phil Goddard and
                  Peter Carr and
                  Kesheng Wu and
                  Marcos L{\'{o}}pez de Prado},
  title        = {Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {10},
  number       = {6},
  pages        = {1053--1060},
  year         = {2016},
  url          = {https://doi.org/10.1109/JSTSP.2016.2574703},
  doi          = {10.1109/JSTSP.2016.2574703},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/RosenbergHGCWP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WuWSCCSCK16,
  author       = {Lingfei Wu and
                  K. John Wu and
                  Alex Sim and
                  Michael Churchill and
                  Jong Youl Choi and
                  Andreas Stathopoulos and
                  Choong{-}Seock Chang and
                  Scott Klasky},
  title        = {Towards Real-Time Detection and Tracking of Spatio-Temporal Features:
                  Blob-Filaments in Fusion Plasma},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {2},
  number       = {3},
  pages        = {262--275},
  year         = {2016},
  url          = {https://doi.org/10.1109/TBDATA.2016.2599929},
  doi          = {10.1109/TBDATA.2016.2599929},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/WuWSCCSCK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangTRBMWDKS16,
  author       = {Wenzhao Zhang and
                  Houjun Tang and
                  Stephen Ranshous and
                  Surendra Byna and
                  Daniel F. Martin and
                  Kesheng Wu and
                  Bin Dong and
                  Scott Klasky and
                  Nagiza F. Samatova},
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {Exploring memory hierarchy and network topology for runtime {AMR}
                  data sharing across scientific applications},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {1359--1366},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840743},
  doi          = {10.1109/BIGDATA.2016.7840743},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ZhangTRBMWDKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/ZhangTHBZDMWDKS16,
  author       = {Wenzhao Zhang and
                  Houjun Tang and
                  Steve Harenberg and
                  Surendra Byna and
                  Xiaocheng Zou and
                  Dharshi Devendran and
                  Daniel F. Martin and
                  Kesheng Wu and
                  Bin Dong and
                  Scott Klasky and
                  Nagiza F. Samatova},
  title        = {AMRZone: {A} Runtime {AMR} Data Sharing Framework for Scientific Applications},
  booktitle    = {{IEEE/ACM} 16th International Symposium on Cluster, Cloud and Grid
                  Computing, CCGrid 2016, Cartagena, Colombia, May 16-19, 2016},
  pages        = {116--125},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CCGrid.2016.62},
  doi          = {10.1109/CCGRID.2016.62},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccgrid/ZhangTHBZDMWDKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/TangBHZZWDRBKS16,
  author       = {Houjun Tang and
                  Surendra Byna and
                  Steve Harenberg and
                  Xiaocheng Zou and
                  Wenzhao Zhang and
                  Kesheng Wu and
                  Bin Dong and
                  Oliver R{\"{u}}bel and
                  Kristofer E. Bouchard and
                  Scott Klasky and
                  Nagiza F. Samatova},
  title        = {Usage Pattern-Driven Dynamic Data Layout Reorganization},
  booktitle    = {{IEEE/ACM} 16th International Symposium on Cluster, Cloud and Grid
                  Computing, CCGrid 2016, Cartagena, Colombia, May 16-19, 2016},
  pages        = {356--365},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CCGrid.2016.15},
  doi          = {10.1109/CCGRID.2016.15},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccgrid/TangBHZZWDRBKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/WuSCDW16,
  author       = {Tzu{-}Hsien Wu and
                  Hao Shyng and
                  Jerry Chi{-}Yuan Chou and
                  Bin Dong and
                  Kesheng Wu},
  title        = {Indexing Blocks to Reduce Space and Time Requirements for Searching
                  Large Data Files},
  booktitle    = {{IEEE/ACM} 16th International Symposium on Cluster, Cloud and Grid
                  Computing, CCGrid 2016, Cartagena, Colombia, May 16-19, 2016},
  pages        = {398--402},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CCGrid.2016.18},
  doi          = {10.1109/CCGRID.2016.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/WuSCDW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/DongBWPJJK16,
  author       = {Bin Dong and
                  Suren Byna and
                  Kesheng Wu and
                  Prabhat and
                  Hans Johansen and
                  Jeffrey N. Johnson and
                  Noel Keen},
  title        = {Data Elevator: Low-Contention Data Movement in Hierarchical Storage
                  System},
  booktitle    = {23rd {IEEE} International Conference on High Performance Computing,
                  HiPC 2016, Hyderabad, India, December 19-22, 2016},
  pages        = {152--161},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/HiPC.2016.026},
  doi          = {10.1109/HIPC.2016.026},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hipc/DongBWPJJK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/DongBW16,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  editor       = {Hiroshi Nakashima and
                  Kenjiro Taura and
                  Jack Lange},
  title        = {SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting},
  booktitle    = {Proceedings of the 25th {ACM} International Symposium on High-Performance
                  Parallel and Distributed Computing, {HPDC} 2016, Kyoto, Japan, May
                  31 - June 04, 2016},
  pages        = {57--68},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2907294.2907300},
  doi          = {10.1145/2907294.2907300},
  timestamp    = {Wed, 20 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/DongBW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/TangBHZZMDDWTKS16,
  author       = {Houjun Tang and
                  Suren Byna and
                  Steve Harenberg and
                  Wenzhao Zhang and
                  Xiaocheng Zou and
                  Daniel F. Martin and
                  Bin Dong and
                  Dharshi Devendran and
                  Kesheng Wu and
                  David Trebotich and
                  Scott Klasky and
                  Nagiza F. Samatova},
  title        = {In Situ Storage Layout Optimization for {AMR} Spatio-temporal Read
                  Accesses},
  booktitle    = {45th International Conference on Parallel Processing, {ICPP} 2016,
                  Philadelphia, PA, USA, August 16-19, 2016},
  pages        = {406--415},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICPP.2016.53},
  doi          = {10.1109/ICPP.2016.53},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpp/TangBHZZMDDWTKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipaw/WuCFGLRSSSW16,
  author       = {Kesheng Wu and
                  Elizabeth N. Coviello and
                  S. M. Flanagan and
                  Martin Greenwald and
                  Xia Lee and
                  Alexandru Romosan and
                  David P. Schissel and
                  Arie Shoshani and
                  Josh Stillerman and
                  John C. Wright},
  editor       = {Marta Mattoso and
                  Boris Glavic},
  title        = {{MPO:} {A} System to Document and Analyze Distributed Heterogeneous
                  Workflows},
  booktitle    = {Provenance and Annotation of Data and Processes - 6th International
                  Provenance and Annotation Workshop, {IPAW} 2016, McLean, VA, USA,
                  June 7-8, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9672},
  pages        = {166--170},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-40593-3\_14},
  doi          = {10.1007/978-3-319-40593-3\_14},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipaw/WuCFGLRSSSW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/PugmireKCKKCWEC16,
  author       = {David Pugmire and
                  James Kress and
                  Jong Youl Choi and
                  Scott Klasky and
                  Tahsin M. Kur{\c{c}} and
                  Michael Churchill and
                  Matthew Wolf and
                  Greg Eisenhauer and
                  Hank Childs and
                  Kesheng Wu and
                  Alexander Sim and
                  Junmin Gu and
                  Jonathan Low},
  title        = {Visualization and Analysis for Near-Real-Time Decision Making in Distributed
                  Workflows},
  booktitle    = {2016 {IEEE} International Parallel and Distributed Processing Symposium
                  Workshops, {IPDPS} Workshops 2016, Chicago, IL, USA, May 23-27, 2016},
  pages        = {1007--1013},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/IPDPSW.2016.175},
  doi          = {10.1109/IPDPSW.2016.175},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/PugmireKCKKCWEC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AyachitBDEFGJLL16,
  author       = {Utkarsh Ayachit and
                  Andrew C. Bauer and
                  Earl P. N. Duque and
                  Greg Eisenhauer and
                  Nicola J. Ferrier and
                  Junmin Gu and
                  Kenneth E. Jansen and
                  Burlen Loring and
                  Zarija Lukic and
                  Suresh Menon and
                  Dmitriy Morozov and
                  Patrick O'Leary and
                  Reetesh Ranjan and
                  Michel E. Rasquin and
                  Christopher P. Stone and
                  Venkatram Vishwanath and
                  Gunther H. Weber and
                  Brad Whitlock and
                  Matthew Wolf and
                  K. John Wu and
                  E. Wes Bethel},
  editor       = {John West and
                  Cherri M. Pancake},
  title        = {Performance analysis, design considerations, and applications of extreme-scale
                  \emph{in situ} infrastructures},
  booktitle    = {Proceedings of the International Conference for High Performance Computing,
                  Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
                  November 13-18, 2016},
  pages        = {921--932},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/SC.2016.78},
  doi          = {10.1109/SC.2016.78},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/AyachitBDEFGJLL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhaoRDW16,
  author       = {Weijie Zhao and
                  Florin Rusu and
                  Bin Dong and
                  Kesheng Wu},
  editor       = {Fatma {\"{O}}zcan and
                  Georgia Koutrika and
                  Sam Madden},
  title        = {Similarity Join over Array Data},
  booktitle    = {Proceedings of the 2016 International Conference on Management of
                  Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
                  July 01, 2016},
  pages        = {2007--2022},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2882903.2915247},
  doi          = {10.1145/2882903.2915247},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ZhaoRDW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/springsim/ZouBDMBW16,
  author       = {Xiaocheng Zou and
                  David A. Boyuka II and
                  Dhara Desai and
                  Daniel F. Martin and
                  Surendra Byna and
                  Kesheng Wu},
  editor       = {Josef Weinbub and
                  Marc Baboulin and
                  William I. Thacker and
                  Luk{\'{a}}s Polok},
  title        = {AMR-aware in situ indexing and scalable querying},
  booktitle    = {Proceedings of the 24th High Performance Computing Symposium, Pasadena,
                  {HPC} 2016, part of the 2016 Spring Simulation Multiconference, SpringSim
                  '16, CA, USA, April 3-6, 2016},
  pages        = {26},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {http://dl.acm.org/citation.cfm?id=2972995},
  timestamp    = {Mon, 12 Dec 2016 09:57:49 +0100},
  biburl       = {https://dblp.org/rec/conf/springsim/ZouBDMBW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/LeeSCW16,
  author       = {Dongeun Lee and
                  Alex Sim and
                  Jaesik Choi and
                  Kesheng Wu},
  editor       = {Peter Baumann and
                  Ioana Manolescu{-}Goujot and
                  Luca Trani and
                  Yannis E. Ioannidis and
                  Gergely G{\'{a}}bor Barnaf{\"{o}}ldi and
                  L{\'{a}}szl{\'{o}} Dobos and
                  Evelin B{\'{a}}nyai},
  title        = {Novel Data Reduction Based on Statistical Similarity},
  booktitle    = {Proceedings of the 28th International Conference on Scientific and
                  Statistical Database Management, {SSDBM} 2016, Budapest, Hungary,
                  July 18-20, 2016},
  pages        = {21:1--21:12},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2949689.2949708},
  doi          = {10.1145/2949689.2949708},
  timestamp    = {Wed, 03 Feb 2021 13:28:36 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/LeeSCW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DongBW15,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  title        = {Spatially clustered join on heterogeneous scientific data sets},
  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
                  Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages        = {371--380},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigData.2015.7363778},
  doi          = {10.1109/BIGDATA.2015.7363778},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/DongBW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KimDBW15,
  author       = {Jinoh Kim and
                  Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  title        = {Security for the scientific data services framework},
  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
                  Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages        = {1871--1875},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigData.2015.7363961},
  doi          = {10.1109/BIGDATA.2015.7363961},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KimDBW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/ZouWBMBTBLJS15,
  author       = {Xiaocheng Zou and
                  Kesheng Wu and
                  David A. Boyuka II and
                  Daniel F. Martin and
                  Surendra Byna and
                  Houjun Tang and
                  Kushal Bansal and
                  Terry J. Ligocki and
                  Hans Johansen and
                  Nagiza F. Samatova},
  title        = {Parallel In Situ Detection of Connected Components in Adaptive Mesh
                  Refinement Data},
  booktitle    = {15th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid
                  Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015},
  pages        = {302--312},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CCGrid.2015.154},
  doi          = {10.1109/CCGRID.2015.154},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccgrid/ZouWBMBTBLJS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/ChiuCVW15,
  author       = {Hsuan{-}Te Chiu and
                  Jerry Chi{-}Yuan Chou and
                  Venkat Vishwanath and
                  Kesheng Wu},
  title        = {In-memory Query System for Scientific Dataseis},
  booktitle    = {21st {IEEE} International Conference on Parallel and Distributed Systems,
                  {ICPADS} 2015, Melbourne, Australia, December 14-17, 2015},
  pages        = {362--371},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICPADS.2015.53},
  doi          = {10.1109/ICPADS.2015.53},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpads/ChiuCVW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipccc/YooKCSNW15,
  author       = {Wucherl Yoo and
                  Michelle Koo and
                  Yi Cao and
                  Alex Sim and
                  Peter Nugent and
                  Kesheng Wu},
  title        = {{PATHA:} Performance Analysis Tool for {HPC} Applications},
  booktitle    = {34th {IEEE} International Performance Computing and Communications
                  Conference, {IPCCC} 2015, Nanjing, China, December 14-16, 2015},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/PCCC.2015.7410313},
  doi          = {10.1109/PCCC.2015.7410313},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipccc/YooKCSNW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/RosenbergHGCWP15,
  author       = {Gili Rosenberg and
                  Poya Haghnegahdar and
                  Phil Goddard and
                  Peter Carr and
                  Kesheng Wu and
                  Marcos L{\'{o}}pez de Prado},
  title        = {Solving the optimal trading trajectory problem using a quantum annealer},
  booktitle    = {Proceedings of the 8th Workshop on High Performance Computational
                  Finance, {WHPCF} 2015, Austin, Texas, USA, November 15, 2015},
  pages        = {7:1--7:7},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2830556.2830563},
  doi          = {10.1145/2830556.2830563},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/RosenbergHGCWP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/DongBW15,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  editor       = {Ali Raza Butt and
                  Jay F. Lofstead},
  title        = {Heavy-tailed distribution of parallel {I/O} system response time},
  booktitle    = {Proceedings of the 10th Parallel Data Storage Workshop, {PDSW} 2015,
                  Austin, Texas, USA, November 15, 2015},
  pages        = {37--42},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2834976.2834978},
  doi          = {10.1145/2834976.2834978},
  timestamp    = {Wed, 20 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/DongBW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcity/KimLCSSTW15,
  author       = {Taehoon Kim and
                  Dongeun Lee and
                  Jaesik Choi and
                  Anna Spurlock and
                  Alex Sim and
                  Annika Todd and
                  Kesheng Wu},
  title        = {Extracting Baseline Electricity Usage Using Gradient Tree Boosting},
  booktitle    = {2015 {IEEE} International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2
                  2015, Chengdu, China, December 19-21, 2015},
  pages        = {734--741},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/SmartCity.2015.156},
  doi          = {10.1109/SMARTCITY.2015.156},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smartcity/KimLCSSTW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuWSCCSCK15,
  author       = {Lingfei Wu and
                  Kesheng Wu and
                  Alex Sim and
                  Michael Churchill and
                  Jong Youl Choi and
                  Andreas Stathopoulos and
                  Choong{-}Seock Chang and
                  Scott Klasky},
  title        = {Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion
                  Plasma Big Data},
  journal      = {CoRR},
  volume       = {abs/1505.03532},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.03532},
  eprinttype    = {arXiv},
  eprint       = {1505.03532},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WuWSCCSCK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RosenbergHGCWP15,
  author       = {Gili Rosenberg and
                  Poya Haghnegahdar and
                  Phil Goddard and
                  Peter Carr and
                  Kesheng Wu and
                  Marcos L{\'{o}}pez de Prado},
  title        = {Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer},
  journal      = {CoRR},
  volume       = {abs/1508.06182},
  year         = {2015},
  url          = {http://arxiv.org/abs/1508.06182},
  eprinttype    = {arXiv},
  eprint       = {1508.06182},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RosenbergHGCWP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/LiuLTAPCKTLOPSSSWWY14,
  author       = {Qing Liu and
                  Jeremy Logan and
                  Yuan Tian and
                  Hasan Abbasi and
                  Norbert Podhorszki and
                  Jong Youl Choi and
                  Scott Klasky and
                  Roselyne Tchoua and
                  Jay F. Lofstead and
                  Ron A. Oldfield and
                  Manish Parashar and
                  Nagiza F. Samatova and
                  Karsten Schwan and
                  Arie Shoshani and
                  Matthew Wolf and
                  Kesheng Wu and
                  Weikuan Yu},
  title        = {Hello {ADIOS:} the challenges and lessons of developing leadership
                  class {I/O} frameworks},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {26},
  number       = {7},
  pages        = {1453--1473},
  year         = {2014},
  url          = {https://doi.org/10.1002/cpe.3125},
  doi          = {10.1002/CPE.3125},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/LiuLTAPCKTLOPSSSWWY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/DongBW14,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  title        = {Parallel query evaluation as a Scientific Data Service},
  booktitle    = {2014 {IEEE} International Conference on Cluster Computing, {CLUSTER}
                  2014, Madrid, Spain, September 22-26, 2014},
  pages        = {194--202},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CLUSTER.2014.6968765},
  doi          = {10.1109/CLUSTER.2014.6968765},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/DongBW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dnis/RusuNW14,
  author       = {Florin Rusu and
                  Peter Nugent and
                  Kesheng Wu},
  editor       = {Aastha Madaan and
                  Shinji Kikuchi and
                  Subhash Bhalla},
  title        = {Implementing the Palomar Transient Factory Real-Time Detection Pipeline
                  in {GLADE:} Results and Observations},
  booktitle    = {Databases in Networked Information Systems - 9th International Workshop,
                  {DNIS} 2014, Aizu-Wakamatsu, Japan, March 24-26, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8381},
  pages        = {53--66},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-05693-7\_4},
  doi          = {10.1007/978-3-319-05693-7\_4},
  timestamp    = {Mon, 03 Jan 2022 22:33:56 +0100},
  biburl       = {https://dblp.org/rec/conf/dnis/RusuNW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/ChiuCVBW14,
  author       = {Hsuan{-}Te Chiu and
                  Jerry Chi{-}Yuan Chou and
                  Venkat Vishwanath and
                  Surendra Byna and
                  Kesheng Wu},
  title        = {Simplifying index file structure to improve {I/O} performance of parallel
                  indexing},
  booktitle    = {20th {IEEE} International Conference on Parallel and Distributed Systems,
                  {ICPADS} 2014, Hsinchu, Taiwan, December 16-19, 2014},
  pages        = {576--583},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/PADSW.2014.7097856},
  doi          = {10.1109/PADSW.2014.7097856},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpads/ChiuCVBW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/LiuBDWC14,
  author       = {Jialin Liu and
                  Surendra Byna and
                  Bin Dong and
                  Kesheng Wu and
                  Yong Chen},
  title        = {Model-Driven Data Layout Selection for Improving Read Performance},
  booktitle    = {2014 {IEEE} International Parallel {\&} Distributed Processing
                  Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014},
  pages        = {1708--1716},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IPDPSW.2014.190},
  doi          = {10.1109/IPDPSW.2014.190},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/LiuBDWC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SongPSW14,
  author       = {Jung Heon Song and
                  Marcos L{\'{o}}pez de Prado and
                  Horst D. Simon and
                  Kesheng Wu},
  editor       = {David Daly and
                  Matthew Dixon and
                  Jos{\'{e}} E. Moreira},
  title        = {Exploring irregular time series through non-uniform fast Fourier transform},
  booktitle    = {Proceedings of the 7th Workshop on High Performance Computational
                  Finance, {WHPCF} '14, New Orleans, Louisiana, USA, November 16-21,
                  2014},
  pages        = {37--44},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/WHPCF.2014.8},
  doi          = {10.1109/WHPCF.2014.8},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/SongPSW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BlanasWBDS14,
  author       = {Spyros Blanas and
                  Kesheng Wu and
                  Surendra Byna and
                  Bin Dong and
                  Arie Shoshani},
  editor       = {Curtis E. Dyreson and
                  Feifei Li and
                  M. Tamer {\"{O}}zsu},
  title        = {Parallel data analysis directly on scientific file formats},
  booktitle    = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
                  UT, USA, June 22-27, 2014},
  pages        = {385--396},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2588555.2612185},
  doi          = {10.1145/2588555.2612185},
  timestamp    = {Wed, 20 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/BlanasWBDS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/af/WuBGLR13,
  author       = {Kesheng Wu and
                  E. Wes Bethel and
                  Ming Gu and
                  David Leinweber and
                  Oliver R{\"{u}}bel},
  title        = {A big data approach to analyzing market volatility},
  journal      = {Algorithmic Finance},
  volume       = {2},
  number       = {3-4},
  pages        = {241--267},
  year         = {2013},
  url          = {https://doi.org/10.3233/AF-13030},
  doi          = {10.3233/AF-13030},
  timestamp    = {Mon, 06 Nov 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/af/WuBGLR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GuCGSW13,
  author       = {William Gu and
                  Jaesik Choi and
                  Ming Gu and
                  Horst D. Simon and
                  Kesheng Wu},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Benjamin W. Wah and
                  Ricardo Baeza{-}Yates and
                  Geoffrey C. Fox and
                  Cyrus Shahabi and
                  Matthew Smith and
                  Qiang Yang and
                  Rayid Ghani and
                  Wei Fan and
                  Ronny Lempel and
                  Raghunath Nambiar},
  title        = {Fast Change Point Detection for electricity market analysis},
  booktitle    = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
                  6-9 October 2013, Santa Clara, CA, {USA}},
  pages        = {50--57},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/BigData.2013.6691733},
  doi          = {10.1109/BIGDATA.2013.6691733},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GuCGSW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/DongBW13,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  title        = {Expediting scientific data analysis with reorganization of data},
  booktitle    = {2013 {IEEE} International Conference on Cluster Computing, {CLUSTER}
                  2013, Indianapolis, IN, USA, September 23-27, 2013},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/CLUSTER.2013.6702675},
  doi          = {10.1109/CLUSTER.2013.6702675},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/DongBW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/DongBW13,
  author       = {Bin Dong and
                  Surendra Byna and
                  Kesheng Wu},
  editor       = {Dean Hildebrand and
                  Karsten Schwan},
  title        = {{SDS:} a framework for scientific data services},
  booktitle    = {Proceedings of the 8th Parallel Data Storage Workshop, {PDSW} 2013,
                  Denver, Colorado, USA, November 17-21, 2013},
  pages        = {27--32},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2538542.2538563},
  doi          = {10.1145/2538542.2538563},
  timestamp    = {Wed, 20 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/DongBW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/RomosanSWMM13,
  author       = {Alexandru Romosan and
                  Arie Shoshani and
                  Kesheng Wu and
                  Victor M. Markowitz and
                  Konstantinos Mavrommatis},
  editor       = {Alex Szalay and
                  Tamas Budavari and
                  Magdalena Balazinska and
                  Alexandra Meliou and
                  Ahmet Sacan},
  title        = {Accelerating gene context analysis using bitmaps},
  booktitle    = {Conference on Scientific and Statistical Database Management, {SSDBM}
                  '13, Baltimore, MD, USA, July 29 - 31, 2013},
  pages        = {26:1--26:12},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2484838.2484856},
  doi          = {10.1145/2484838.2484856},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/RomosanSWMM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/LinBCW13,
  author       = {Kuan{-}Wu Lin and
                  Surendra Byna and
                  Jerry Chi{-}Yuan Chou and
                  Kesheng Wu},
  editor       = {Alex Szalay and
                  Tamas Budavari and
                  Magdalena Balazinska and
                  Alexandra Meliou and
                  Ahmet Sacan},
  title        = {Optimizing fastquery performance on lustre file system},
  booktitle    = {Conference on Scientific and Statistical Database Management, {SSDBM}
                  '13, Baltimore, MD, USA, July 29 - 31, 2013},
  pages        = {29:1--29:12},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2484838.2484853},
  doi          = {10.1145/2484838.2484853},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/LinBCW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vda/BethelPBRWW13,
  author       = {E. Wes Bethel and
                  Prabhat and
                  Surendra Byna and
                  Oliver R{\"{u}}bel and
                  K. John Wu and
                  Michael F. Wehner},
  editor       = {Pak Chung Wong and
                  David L. Kao and
                  Ming C. Hao and
                  Chaomei Chen and
                  Christopher G. Healey},
  title        = {Why high performance visual data analytics is both relevant and difficult},
  booktitle    = {Visualization and Data Analysis 2013, Burlingame, CA, USA, February
                  4-6, 2013},
  series       = {{SPIE} Proceedings},
  volume       = {8654},
  pages        = {86540B},
  publisher    = {{SPIE}},
  year         = {2013},
  url          = {https://doi.org/10.1117/12.2010980},
  doi          = {10.1117/12.2010980},
  timestamp    = {Sat, 24 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vda/BethelPBRWW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BynaCRPKDRBHHLSUW12,
  author       = {Surendra Byna and
                  Jerry Chi{-}Yuan Chou and
                  Oliver R{\"{u}}bel and
                  Prabhat and
                  Homa Karimabadi and
                  William S. Daughton and
                  Vadim Roytershteyn and
                  E. Wes Bethel and
                  Mark Howison and
                  Ke{-}Jou Hsu and
                  Kuan{-}Wu Lin and
                  Arie Shoshani and
                  Andrew Uselton and
                  Kesheng Wu},
  editor       = {Jeffrey K. Hollingsworth},
  title        = {Parallel I/O, analysis, and visualization of a trillion particle simulation},
  booktitle    = {{SC} Conference on High Performance Computing Networking, Storage
                  and Analysis, {SC} '12, Salt Lake City, UT, {USA} - November 11 -
                  15, 2012},
  pages        = {59},
  publisher    = {{IEEE/ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1109/SC.2012.92},
  doi          = {10.1109/SC.2012.92},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/BynaCRPKDRBHHLSUW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MaSSWBHS12,
  author       = {Benson Ma and
                  Arie Shoshani and
                  Alexander Sim and
                  Kesheng Wu and
                  Yong{-}Ik Byun and
                  Jaegyoon Hahm and
                  Min{-}Su Shin},
  title        = {Efficient Attribute-Based Data Access in Astronomy Analysis},
  booktitle    = {2012 {SC} Companion: High Performance Computing, Networking Storage
                  and Analysis, Salt Lake City, UT, USA, November 10-16, 2012},
  pages        = {562--571},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/SC.Companion.2012.80},
  doi          = {10.1109/SC.COMPANION.2012.80},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/MaSSWBHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/PourabbasSW12,
  author       = {Elaheh Pourabbas and
                  Arie Shoshani and
                  Kesheng Wu},
  editor       = {Anastasia Ailamaki and
                  Shawn Bowers},
  title        = {Minimizing Index Size by Reordering Rows and Columns},
  booktitle    = {Scientific and Statistical Database Management - 24th International
                  Conference, {SSDBM} 2012, Chania, Crete, Greece, June 25-27, 2012.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7338},
  pages        = {467--484},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31235-9\_31},
  doi          = {10.1007/978-3-642-31235-9\_31},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/PourabbasSW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/PrabhatRBWLWB12,
  author       = {Prabhat and
                  Oliver R{\"{u}}bel and
                  Surendra Byna and
                  Kesheng Wu and
                  Fuyu Li and
                  Michael F. Wehner and
                  Wes Bethel},
  editor       = {Hesham H. Ali and
                  Yong Shi and
                  Deepak Khazanchi and
                  Michael Lees and
                  G. Dick van Albada and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {{TECA:} {A} Parallel Toolkit for Extreme Climate Analysis},
  booktitle    = {Proceedings of the International Conference on Computational Science,
                  {ICCS} 2012, Omaha, Nebraska, USA, 4-6 June, 2012},
  series       = {Procedia Computer Science},
  volume       = {9},
  pages        = {866--876},
  publisher    = {Elsevier},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.procs.2012.04.093},
  doi          = {10.1016/J.PROCS.2012.04.093},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/journals/procedia/PrabhatRBWLWB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/12/RubelBW12,
  author       = {Oliver R{\"{u}}bel and
                  E. Wes Bethel and
                  Kesheng Wu},
  editor       = {E. Wes Bethel and
                  Hank Childs and
                  Charles D. Hansen},
  title        = {Query-Driven Visualization and Analysis},
  booktitle    = {High Performance Visualization - Enabling Extreme-Scale Scientific
                  Insight},
  series       = {Chapman and Hall / {CRC} computational science series},
  publisher    = {{CRC} Press},
  year         = {2012},
  url          = {https://doi.org/10.1201/b12985-10},
  doi          = {10.1201/B12985-10},
  timestamp    = {Mon, 12 Aug 2019 15:52:29 +0200},
  biburl       = {https://dblp.org/rec/books/tf/12/RubelBW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/YuWKXG11,
  author       = {Weikuan Yu and
                  K. John Wu and
                  Wei{-}Shinn Ku and
                  Cong Xu and
                  Juan Gao},
  title        = {{BMF:} Bitmapped Mass Fingerprinting for Fast Protein Identification},
  booktitle    = {2011 {IEEE} International Conference on Cluster Computing (CLUSTER),
                  Austin, TX, USA, September 26-30, 2011},
  pages        = {17--25},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/CLUSTER.2011.11},
  doi          = {10.1109/CLUSTER.2011.11},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/YuWKXG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/ChouWP11,
  author       = {Jerry Chi{-}Yuan Chou and
                  Kesheng Wu and
                  Prabhat},
  title        = {FastQuery: {A} Parallel Indexing System for Scientific Data},
  booktitle    = {2011 {IEEE} International Conference on Cluster Computing (CLUSTER),
                  Austin, TX, USA, September 26-30, 2011},
  pages        = {455--464},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/CLUSTER.2011.86},
  doi          = {10.1109/CLUSTER.2011.86},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/ChouWP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/YamazakiW11,
  author       = {Ichitaro Yamazaki and
                  Kesheng Wu},
  editor       = {Michael Alexander and
                  Pasqua D'Ambra and
                  Adam Belloum and
                  George Bosilca and
                  Mario Cannataro and
                  Marco Danelutto and
                  Beniamino Di Martino and
                  Michael Gerndt and
                  Emmanuel Jeannot and
                  Raymond Namyst and
                  Jean Roman and
                  Stephen L. Scott and
                  Jesper Larsson Tr{\"{a}}ff and
                  Geoffroy Vall{\'{e}}e and
                  Josef Weidendorfer},
  title        = {A Communication-Avoiding Thick-Restart Lanczos Method on a Distributed-Memory
                  System},
  booktitle    = {Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar,
                  HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC,
                  Bordeaux, France, August 29 - September 2, 2011, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7155},
  pages        = {345--354},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-29737-3\_39},
  doi          = {10.1007/978-3-642-29737-3\_39},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/YamazakiW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ldav/KimACDKLPSW11,
  author       = {Jinoh Kim and
                  Hasan Abbasi and
                  Luis Chac{\'{o}}n and
                  Ciprian Docan and
                  Scott Klasky and
                  Qing Liu and
                  Norbert Podhorszki and
                  Arie Shoshani and
                  Kesheng Wu},
  editor       = {David H. Rogers and
                  Cl{\'{a}}udio T. Silva},
  title        = {Parallel in situ indexing for data-intensive computing},
  booktitle    = {{IEEE} Symposium on Large Data Analysis and Visualization, {LDAV}
                  2011, Providence, Rhode Island, USA, 23-24 October, 2011},
  pages        = {65--72},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/LDAV.2011.6092319},
  doi          = {10.1109/LDAV.2011.6092319},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ldav/KimACDKLPSW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BethelLRW11,
  author       = {E. Wes Bethel and
                  David Leinweber and
                  Oliver R{\"{u}}bel and
                  Kesheng Wu},
  editor       = {Mikhail Smelyanskiy and
                  Matthew Dixon and
                  David Daly and
                  Maria Eleftheriou and
                  Jos{\'{e}} E. Moreira and
                  Kyung Dong Ryu},
  title        = {Federal market information technology in the post flash crash era:
                  roles for supercomputing},
  booktitle    = {WHPCF'11, Proceedings of the Fourth Workshop on High Performance Computational
                  Finance, co-located with SC11, Seattle, WA, USA, November 13, 2011},
  pages        = {23--30},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2088256.2088267},
  doi          = {10.1145/2088256.2088267},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/BethelLRW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ChouHAWQBSRPR11,
  author       = {Jerry Chi{-}Yuan Chou and
                  Mark Howison and
                  Brian Austin and
                  Kesheng Wu and
                  Ji Qiang and
                  E. Wes Bethel and
                  Arie Shoshani and
                  Oliver R{\"{u}}bel and
                  Prabhat and
                  Robert D. Ryne},
  editor       = {Scott A. Lathrop and
                  Jim Costa and
                  William Kramer},
  title        = {Parallel index and query for large scale data analysis},
  booktitle    = {Conference on High Performance Computing Networking, Storage and Analysis,
                  {SC} 2011, Seattle, WA, USA, November 12-18, 2011},
  pages        = {30:1--30:11},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2063384.2063424},
  doi          = {10.1145/2063384.2063424},
  timestamp    = {Fri, 03 Jul 2020 08:57:23 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/ChouHAWQBSRPR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/MadduriW11,
  author       = {Kamesh Madduri and
                  Kesheng Wu},
  editor       = {Judith Bayard Cushing and
                  James C. French and
                  Shawn Bowers},
  title        = {Massive-Scale {RDF} Processing Using Compressed Bitmap Indexes},
  booktitle    = {Scientific and Statistical Database Management - 23rd International
                  Conference, {SSDBM} 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6809},
  pages        = {470--479},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22351-8\_30},
  doi          = {10.1007/978-3-642-22351-8\_30},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/MadduriW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/ChouWP11,
  author       = {Jerry Chi{-}Yuan Chou and
                  Kesheng Wu and
                  Prabhat},
  editor       = {Judith Bayard Cushing and
                  James C. French and
                  Shawn Bowers},
  title        = {FastQuery: {A} General Indexing and Querying System for Scientific
                  Data},
  booktitle    = {Scientific and Statistical Database Management - 23rd International
                  Conference, {SSDBM} 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6809},
  pages        = {573--574},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22351-8\_42},
  doi          = {10.1007/978-3-642-22351-8\_42},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/ChouWP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/WuSS10,
  author       = {Kesheng Wu and
                  Arie Shoshani and
                  Kurt Stockinger},
  title        = {Analyses of multi-level and multi-component compressed bitmap indexes},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {35},
  number       = {1},
  pages        = {2:1--2:52},
  year         = {2010},
  url          = {https://doi.org/10.1145/1670243.1670245},
  doi          = {10.1145/1670243.1670245},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/WuSS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/YamazakiBSWW10,
  author       = {Ichitaro Yamazaki and
                  Zhaojun Bai and
                  Horst D. Simon and
                  Lin{-}Wang Wang and
                  Kesheng Wu},
  title        = {Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos
                  Method},
  journal      = {{ACM} Trans. Math. Softw.},
  volume       = {37},
  number       = {3},
  pages        = {27:1--27:18},
  year         = {2010},
  url          = {https://doi.org/10.1145/1824801.1824805},
  doi          = {10.1145/1824801.1824805},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/toms/YamazakiBSWW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudcom/HasenkampSWW10,
  author       = {Daren Hasenkamp and
                  Alexander Sim and
                  Michael F. Wehner and
                  Kesheng Wu},
  title        = {Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel
                  Virtualization for Large-Scale Climate Simulation Analysis},
  booktitle    = {Cloud Computing, Second International Conference, CloudCom 2010, November
                  30 - December 3, 2010, Indianapolis, Indiana, USA, Proceedings},
  pages        = {201--208},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/CloudCom.2010.68},
  doi          = {10.1109/CLOUDCOM.2010.68},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloudcom/HasenkampSWW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/WuMC10,
  author       = {Kesheng Wu and
                  Kamesh Madduri and
                  Shane Canon},
  editor       = {Bipin C. Desai and
                  Jorge Bernardino},
  title        = {Multi-level bitmap indexes for flash memory storage},
  booktitle    = {Fourteenth International Database Engineering and Applications Symposium
                  {(IDEAS} 2010), August 16-18, 2010, Montreal, Quebec, Canada},
  series       = {{ACM} International Conference Proceeding Series},
  pages        = {114--116},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1866480.1866497},
  doi          = {10.1145/1866480.1866497},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideas/WuMC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/WuOS09,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Kenji Suzuki},
  title        = {Optimizing two-pass connected-component labeling algorithms},
  journal      = {Pattern Anal. Appl.},
  volume       = {12},
  number       = {2},
  pages        = {117--135},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10044-008-0109-y},
  doi          = {10.1007/S10044-008-0109-Y},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/paa/WuOS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HeCSW09,
  author       = {Lifeng He and
                  Yuyan Chao and
                  Kenji Suzuki and
                  Kesheng Wu},
  title        = {Fast connected-component labeling},
  journal      = {Pattern Recognit.},
  volume       = {42},
  number       = {9},
  pages        = {1977--1987},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.patcog.2008.10.013},
  doi          = {10.1016/J.PATCOG.2008.10.013},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/HeCSW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MadduriW09,
  author       = {Kamesh Madduri and
                  Kesheng Wu},
  editor       = {David Wai{-}Lok Cheung and
                  Il{-}Yeol Song and
                  Wesley W. Chu and
                  Xiaohua Hu and
                  Jimmy Lin},
  title        = {Efficient joins with compressed bitmap indexes},
  booktitle    = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
                  Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
  pages        = {1017--1026},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1645953.1646083},
  doi          = {10.1145/1645953.1646083},
  timestamp    = {Fri, 27 Aug 2021 11:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/MadduriW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/NagappanWV09,
  author       = {Meiyappan Nagappan and
                  Kesheng Wu and
                  Mladen A. Vouk},
  title        = {Efficiently Extracting Operational Profiles from Execution Logs Using
                  Suffix Arrays},
  booktitle    = {{ISSRE} 2009, 20th International Symposium on Software Reliability
                  Engineering, Mysuru, Karnataka, India, 16-19 November 2009},
  pages        = {41--50},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISSRE.2009.23},
  doi          = {10.1109/ISSRE.2009.23},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/issre/NagappanWV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/GosinkWBOJ09,
  author       = {Luke J. Gosink and
                  Kesheng Wu and
                  E. Wes Bethel and
                  John D. Owens and
                  Kenneth I. Joy},
  editor       = {Marianne Winslett},
  title        = {Data Parallel Bin-Based Indexing for Answering Queries on Multi-core
                  Architectures},
  booktitle    = {Scientific and Statistical Database Management, 21st International
                  Conference, {SSDBM} 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5566},
  pages        = {110--129},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02279-1\_9},
  doi          = {10.1007/978-3-642-02279-1\_9},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/GosinkWBOJ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/SinhaWW09,
  author       = {Rishi Rakesh Sinha and
                  Marianne Winslett and
                  Kesheng Wu},
  editor       = {Marianne Winslett},
  title        = {Finding Regions of Interest in Large Scientific Datasets},
  booktitle    = {Scientific and Statistical Database Management, 21st International
                  Conference, {SSDBM} 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5566},
  pages        = {130--147},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02279-1\_10},
  doi          = {10.1007/978-3-642-02279-1\_10},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/SinhaWW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/09/OtooW09,
  author       = {Ekow J. Otoo and
                  Kesheng Wu},
  editor       = {Arie Shoshani and
                  Doron Rotem},
  title        = {Accelerating Queries on Very Large Datasets},
  booktitle    = {Scientific Data Management - Challenges, Technology, and Deployment},
  series       = {Chapman and Hall / {CRC} computational science series},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2009},
  url          = {https://doi.org/10.1201/9781420069815-c6},
  doi          = {10.1201/9781420069815-C6},
  timestamp    = {Mon, 29 Jul 2019 13:26:07 +0200},
  biburl       = {https://dblp.org/rec/books/tf/09/OtooW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/anis/StockingerCWRS09,
  author       = {Kurt Stockinger and
                  John Cieslewicz and
                  Kesheng Wu and
                  Doron Rotem and
                  Arie Shoshani},
  editor       = {Stanislaw Kozielski and
                  Robert Wrembel},
  title        = {Using Bitmap Index for Joint Queries on Structured and Text Data},
  booktitle    = {New Trends in Data Warehousing and Data Analysis},
  series       = {Annals of Information Systems},
  volume       = {3},
  pages        = {1--23},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-87431-9\_9},
  doi          = {10.1007/978-0-387-87431-9\_9},
  timestamp    = {Tue, 16 May 2017 14:24:39 +0200},
  biburl       = {https://dblp.org/rec/series/anis/StockingerCWRS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SinhaWWSS08,
  author       = {Rishi Rakesh Sinha and
                  Marianne Winslett and
                  Kesheng Wu and
                  Kurt Stockinger and
                  Arie Shoshani},
  editor       = {Gustavo Alonso and
                  Jos{\'{e}} A. Blakeley and
                  Arbee L. P. Chen},
  title        = {Adaptive Bitmap Indexes for Space-Constrained Systems},
  booktitle    = {Proceedings of the 24th International Conference on Data Engineering,
                  {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
  pages        = {1418--1420},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDE.2008.4497575},
  doi          = {10.1109/ICDE.2008.4497575},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/SinhaWWSS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/NagappanVWSS08,
  author       = {Meiyappan Nagappan and
                  Mladen A. Vouk and
                  Kesheng Wu and
                  Alex Sim and
                  Arie Shoshani},
  title        = {Efficient Operational Profiling of Systems Using Suffix Arrays on
                  Execution Logs},
  booktitle    = {19th International Symposium on Software Reliability Engineering {(ISSRE}
                  2008), 11-14 November 2008, Seattle/Redmond, WA, {USA}},
  pages        = {313--314},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ISSRE.2008.45},
  doi          = {10.1109/ISSRE.2008.45},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/issre/NagappanVWSS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/RubelPWCMGCAWMHHB08,
  author       = {Oliver R{\"{u}}bel and
                  Prabhat and
                  Kesheng Wu and
                  Hank Childs and
                  Jeremy S. Meredith and
                  Cameron G. R. Geddes and
                  Estelle Cormier{-}Michel and
                  Sean Ahern and
                  Gunther H. Weber and
                  Peter Messmer and
                  Hans Hagen and
                  Bernd Hamann and
                  E. Wes Bethel},
  title        = {High performance multivariate visual data exploration for extremely
                  large data},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on High Performance Computing,
                  {SC} 2008, November 15-21, 2008, Austin, Texas, {USA}},
  pages        = {51},
  publisher    = {{IEEE/ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1109/SC.2008.5214436},
  doi          = {10.1109/SC.2008.5214436},
  timestamp    = {Wed, 16 Oct 2019 14:14:57 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/RubelPWCMGCAWMHHB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/WuSS08,
  author       = {Kesheng Wu and
                  Kurt Stockinger and
                  Arie Shoshani},
  editor       = {Bertram Lud{\"{a}}scher and
                  Nikos Mamoulis},
  title        = {Breaking the Curse of Cardinality on Bitmap Indexes},
  booktitle    = {Scientific and Statistical Database Management, 20th International
                  Conference, {SSDBM} 2008, Hong Kong, China, July 9-11, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5069},
  pages        = {348--365},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69497-7\_23},
  doi          = {10.1007/978-3-540-69497-7\_23},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/WuSS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/ONeilOW07,
  author       = {Elizabeth J. O'Neil and
                  Patrick E. O'Neil and
                  Kesheng Wu},
  editor       = {Bipin C. Desai and
                  Ken Barker},
  title        = {Bitmap Index Design Choices and Their Performance Implications},
  booktitle    = {Eleventh International Database Engineering and Applications Symposium
                  {(IDEAS} 2007), September 6-8, 2007, Banff, Alberta, Canada},
  pages        = {72--84},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/IDEAS.2007.4318091},
  doi          = {10.1109/IDEAS.2007.4318091},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideas/ONeilOW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/ReissSWSH07,
  author       = {Frederick Reiss and
                  Kurt Stockinger and
                  Kesheng Wu and
                  Arie Shoshani and
                  Joseph M. Hellerstein},
  title        = {Enabling Real-Time Querying of Live and Historical Stream Data},
  booktitle    = {19th International Conference on Scientific and Statistical Database
                  Management, {SSDBM} 2007, 9-11 July 2007, Banff, Canada, Proceedings},
  pages        = {28},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/SSDBM.2007.34},
  doi          = {10.1109/SSDBM.2007.34},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/ReissSWSH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/WuOS06,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Arie Shoshani},
  title        = {Optimizing bitmap indices with efficient compression},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {31},
  number       = {1},
  pages        = {1--38},
  year         = {2006},
  url          = {https://doi.org/10.1145/1132863.1132864},
  doi          = {10.1145/1132863.1132864},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/WuOS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/BethelCDSW06,
  author       = {E. Wes Bethel and
                  Scott Campbell and
                  Eli Dart and
                  Kurt Stockinger and
                  Kesheng Wu},
  editor       = {Pak Chung Wong and
                  Daniel A. Keim},
  title        = {Accelerating Network Traffic Analytics Using Query-Driven Visualization},
  booktitle    = {1st {IEEE} Symposium On Visual Analytics Science And Technology, {IEEE}
                  {VAST} 2006, Baltimore, MD, USA, October 31 - November 2, 2006},
  pages        = {115--122},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/VAST.2006.261437},
  doi          = {10.1109/VAST.2006.261437},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieeevast/BethelCDSW06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/StockingerBCDW06,
  author       = {Kurt Stockinger and
                  E. Wes Bethel and
                  Scott Campbell and
                  Eli Dart and
                  Kesheng Wu},
  title        = {Imaging and visual analysis - Detecting distributed scans using high-performance
                  query-driven visualization},
  booktitle    = {Proceedings of the {ACM/IEEE} {SC2006} Conference on High Performance
                  Networking and Computing, November 11-17, 2006, Tampa, FL, {USA}},
  pages        = {82},
  publisher    = {{ACM} Press},
  year         = {2006},
  url          = {https://doi.org/10.1145/1188455.1188542},
  doi          = {10.1145/1188455.1188542},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/StockingerBCDW06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/RotemSW06,
  author       = {Doron Rotem and
                  Kurt Stockinger and
                  Kesheng Wu},
  title        = {Minimizing {I/O} Costs of Multi-Dimensional Queries with Bitmap Indices},
  booktitle    = {18th International Conference on Scientific and Statistical Database
                  Management, {SSDBM} 2006, 3-5 July 2006, Vienna, Austria, Proceedings},
  pages        = {33--44},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/SSDBM.2006.33},
  doi          = {10.1109/SSDBM.2006.33},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/RotemSW06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/GosinkSSWB06,
  author       = {Luke J. Gosink and
                  John Shalf and
                  Kurt Stockinger and
                  Kesheng Wu and
                  Wes Bethel},
  title        = {HDF5-FastQuery: Accelerating Complex Queries on {HDF} Datasets using
                  Fast Bitmap Indices},
  booktitle    = {18th International Conference on Scientific and Statistical Database
                  Management, {SSDBM} 2006, 3-5 July 2006, Vienna, Austria, Proceedings},
  pages        = {149--158},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/SSDBM.2006.27},
  doi          = {10.1109/SSDBM.2006.27},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/GosinkSSWB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RotemSW05,
  author       = {Doron Rotem and
                  Kurt Stockinger and
                  Kesheng Wu},
  editor       = {Otthein Herzog and
                  Hans{-}J{\"{o}}rg Schek and
                  Norbert Fuhr and
                  Abdur Chowdhury and
                  Wilfried Teiken},
  title        = {Optimizing candidate check costs for bitmap indices},
  booktitle    = {Proceedings of the 2005 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Bremen, Germany, October 31 - November 5,
                  2005},
  pages        = {648--655},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1099554.1099718},
  doi          = {10.1145/1099554.1099718},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/RotemSW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/RotemSW05,
  author       = {Doron Rotem and
                  Kurt Stockinger and
                  Kesheng Wu},
  editor       = {Kim Viborg Andersen and
                  John K. Debenham and
                  Roland R. Wagner},
  title        = {Optimizing {I/O} Costs of Multi-dimensional Queries Using Bitmap Indices},
  booktitle    = {Database and Expert Systems Applications, 16th International Conference,
                  {DEXA} 2005, Copenhagen, Denmark, August 22-26, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3588},
  pages        = {220--229},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11546924\_22},
  doi          = {10.1007/11546924\_22},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dexa/RotemSW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/WuOS05,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Arie Shoshani},
  editor       = {J. Michael Fitzpatrick and
                  Joseph M. Reinhardt},
  title        = {Optimizing connected component labeling algorithms},
  booktitle    = {Medical Imaging 2005: Image Processing, San Diego, California, United
                  States, 12-17 February 2005},
  series       = {{SPIE} Proceedings},
  volume       = {5747},
  publisher    = {{SPIE}},
  year         = {2005},
  url          = {https://doi.org/10.1117/12.596105},
  doi          = {10.1117/12.596105},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miip/WuOS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/StockingerWCLFGKDOYPWCBS05,
  author       = {Kurt Stockinger and
                  Kesheng Wu and
                  Scott Campbell and
                  Stephen Lau and
                  Mike Fisk and
                  Eugene M. Gavrilov and
                  Alex Kent and
                  Christopher E. Davis and
                  Richard D. Olinger and
                  Robert J. Young and
                  Jim Prewett and
                  Paul M. Weber and
                  Thomas P. Caudell and
                  E. Wes Bethel and
                  Steve Smith},
  title        = {Network Traffic Analysis With Query Driven Visualization {SC} 2005
                  {HPC} Analytics Results},
  booktitle    = {Proceedings of the {ACM/IEEE} {SC2005} Conference on High Performance
                  Networking and Computing, November 12-18, 2005, Seattle, WA, USA,
                  CD-Rom},
  pages        = {72},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/SC.2005.47},
  doi          = {10.1109/SC.2005.47},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/StockingerWCLFGKDOYPWCBS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/StockingerSBW05,
  author       = {Kurt Stockinger and
                  John Shalf and
                  E. Wes Bethel and
                  Kesheng Wu},
  editor       = {James Frew},
  title        = {{DEX:} Increasing the Capability of Scientific Data Analysis Pipelines
                  by Using Efficient Bitmap Indices to Accelerate Scientific Visualization},
  booktitle    = {17th International Conference on Scientific and Statistical Database
                  Management, {SSDBM} 2005, 27-29 June 2005, University of California,
                  Santa Barbara, CA, USA, Proceedings},
  pages        = {35--44},
  year         = {2005},
  timestamp    = {Tue, 18 Sep 2012 21:15:21 +0200},
  biburl       = {https://dblp.org/rec/conf/ssdbm/StockingerSBW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/StockingerSWB05,
  author       = {Kurt Stockinger and
                  John Shalf and
                  Kesheng Wu and
                  E. Wes Bethel},
  title        = {Query-Driven Visualization of Large Data Sets},
  booktitle    = {16th {IEEE} Visualization Conference, {IEEE} Vis 2005, Minneapolis,
                  MN, USA, October 23-28, 2005, Proceedings},
  pages        = {167--174},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/VISUAL.2005.1532792},
  doi          = {10.1109/VISUAL.2005.1532792},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/visualization/StockingerSWB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/StockingerWS04,
  author       = {Kurt Stockinger and
                  Kesheng Wu and
                  Arie Shoshani},
  editor       = {Fernando Galindo and
                  Makoto Takizawa and
                  Roland Traunm{\"{u}}ller},
  title        = {Evaluation Strategies for Bitmap Indices with Binning},
  booktitle    = {Database and Expert Systems Applications, 15th International Conference,
                  {DEXA} 2004 Zaragoza, Spain, August 30-September 3, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3180},
  pages        = {120--129},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30075-5\_12},
  doi          = {10.1007/978-3-540-30075-5\_12},
  timestamp    = {Sat, 30 Sep 2023 09:38:52 +0200},
  biburl       = {https://dblp.org/rec/conf/dexa/StockingerWS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/WuOS04,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Arie Shoshani},
  editor       = {Mario A. Nascimento and
                  M. Tamer {\"{O}}zsu and
                  Donald Kossmann and
                  Ren{\'{e}}e J. Miller and
                  Jos{\'{e}} A. Blakeley and
                  K. Bernhard Schiefer},
  title        = {On the performance of bitmap indices for high cardinality attributes},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {24--35},
  publisher    = {Morgan Kaufmann},
  year         = {2004},
  url          = {http://www.vldb.org/conf/2004/RS1P2.PDF},
  doi          = {10.1016/B978-012088469-8.50006-1},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/WuOS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/WuKCS03,
  author       = {Kesheng Wu and
                  Wendy S. Koegler and
                  Jacqueline Chen and
                  Arie Shoshani},
  title        = {Using Bitmap Index for Interactive Exploration of Large Datasets},
  booktitle    = {Proceedings of the 15th International Conference on Scientific and
                  Statistical Database Management {(SSDBM} 2003), 9-11 July 2003, Cambridge,
                  MA, {USA}},
  pages        = {65--74},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/SSDM.2003.1214955},
  doi          = {10.1109/SSDM.2003.1214955},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/WuKCS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/StathopoulosW02,
  author       = {Andreas Stathopoulos and
                  Kesheng Wu},
  title        = {A Block Orthogonalization Procedure with Constant Synchronization
                  Requirements},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {23},
  number       = {6},
  pages        = {2165--2182},
  year         = {2002},
  url          = {https://doi.org/10.1137/S1064827500370883},
  doi          = {10.1137/S1064827500370883},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/StathopoulosW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dolap/StockingerWS02,
  author       = {Kurt Stockinger and
                  Kesheng Wu and
                  Arie Shoshani},
  editor       = {Il{-}Yeol Song and
                  Dimitri Theodoratos},
  title        = {Strategies for processing ad hoc queries on large data warehouses},
  booktitle    = {{DOLAP} 2002, {ACM} Fifth International Workshop on Data Warehousing
                  and OLAP, November 8, 2002, McLean, VA, USA, Proceedings},
  pages        = {72--79},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/583890.583901},
  doi          = {10.1145/583890.583901},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dolap/StockingerWS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/WuOS02,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Arie Shoshani},
  title        = {Compressing Bitmap Indexes for Faster Search Operations},
  booktitle    = {Proceedings of the 14th International Conference on Scientific and
                  Statistical Database Management, July 24-26, 2002, Edinburgh, Scotland,
                  {UK}},
  pages        = {99--108},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/SSDM.2002.1029710},
  doi          = {10.1109/SSDM.2002.1029710},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/WuOS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuOS01,
  author       = {Kesheng Wu and
                  Ekow J. Otoo and
                  Arie Shoshani},
  title        = {A Performance Comparison of bitmap indexes},
  booktitle    = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
  pages        = {559--561},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/502585.502689},
  doi          = {10.1145/502585.502689},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/WuOS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/WuS00,
  author       = {Kesheng Wu and
                  Horst D. Simon},
  title        = {Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems},
  journal      = {{SIAM} J. Matrix Anal. Appl.},
  volume       = {22},
  number       = {2},
  pages        = {602--616},
  year         = {2000},
  url          = {https://doi.org/10.1137/S0895479898334605},
  doi          = {10.1137/S0895479898334605},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siammax/WuS00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdpta/WuS99,
  author       = {Kesheng Wu and
                  Horst D. Simon},
  editor       = {Hamid R. Arabnia},
  title        = {An Evaluation of the Parallel Shift-and-Invert Lanczos Method},
  booktitle    = {Proceedings of the International Conference on Parallel and Distributed
                  Processing Techniques and Applications, {PDPTA} 1999, June 28 - Junlly
                  1, 1999, Las Vegas, Nevada, {USA}},
  pages        = {2913--2919},
  publisher    = {{CSREA} Press},
  year         = {1999},
  timestamp    = {Tue, 20 Apr 2004 14:47:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pdpta/WuS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/WuS99,
  author       = {Kesheng Wu and
                  Horst D. Simon},
  title        = {Parallel Efficiency of the Lanczos Method for Eigenvalue Problems},
  booktitle    = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1999, San Antonio, Texas, USA, March
                  22-24, 1999},
  publisher    = {{SIAM}},
  year         = {1999},
  timestamp    = {Mon, 20 Mar 2017 14:21:45 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsc/WuS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/StathopoulosSW98,
  author       = {Andreas Stathopoulos and
                  Yousef Saad and
                  Kesheng Wu},
  title        = {Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted
                  Arnoldi Methods},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {19},
  number       = {1},
  pages        = {227--245},
  year         = {1998},
  url          = {https://doi.org/10.1137/S1064827596304162},
  doi          = {10.1137/S1064827596304162},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/StathopoulosSW98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irregular/WuS98,
  author       = {Kesheng Wu and
                  Horst D. Simon},
  editor       = {Afonso Ferreira and
                  Jos{\'{e}} D. P. Rolim and
                  Horst D. Simon and
                  Shang{-}Hua Teng},
  title        = {Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems},
  booktitle    = {Solving Irregularly Structured Problems in Parallel, 5th International
                  Symposium, {IRREGULAR} '98, Berkeley, California, USA, August 9-11,
                  1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1457},
  pages        = {43--55},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/BFb0018526},
  doi          = {10.1007/BFB0018526},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/irregular/WuS98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/WuCS98,
  author       = {Kesheng Wu and
                  Andrew Canning and
                  Horst D. Simon},
  title        = {A new Lanczos method for electronic structure calculations},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
                  November 7-13, 1998, Orlando, FL, {USA}},
  pages        = {35},
  publisher    = {{IEEE} Computer Society},
  year         = {1998},
  url          = {https://doi.org/10.1109/SC.1998.10033},
  doi          = {10.1109/SC.1998.10033},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/WuCS98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/SaadW96,
  author       = {Yousef Saad and
                  Kesheng Wu},
  title        = {{DQGMRES:} a Direct Quasi-minimal Residual Algorithm Based on Incomplete
                  Orthogonalization},
  journal      = {Numer. Linear Algebra Appl.},
  volume       = {3},
  number       = {4},
  pages        = {329--343},
  year         = {1996},
  url          = {https://doi.org/10.1002/(SICI)1099-1506(199607/08)3:4\&\#60;329::AID-NLA86\&\#62;3.0.CO;2-8},
  doi          = {10.1002/(SICI)1099-1506(199607/08)3:4\&\#60;329::AID-NLA86\&\#62;3.0.CO;2-8},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nla/SaadW96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/SaadWP93,
  author       = {Yousef Saad and
                  Kesheng Wu and
                  Serge G. Petiton},
  editor       = {Richard F. Sincovec and
                  David E. Keyes and
                  Michael R. Leuze and
                  Linda R. Petzold and
                  Daniel A. Reed},
  title        = {Sparse Matrix Computations on the {CM-5}},
  booktitle    = {Proceedings of the Sixth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1993, Norfolk, Virginia, USA, March
                  22-24, 1993},
  pages        = {414--420},
  publisher    = {{SIAM}},
  year         = {1993},
  timestamp    = {Mon, 20 Mar 2017 14:21:45 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsc/SaadWP93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/FerngPW93,
  author       = {William R. Ferng and
                  Serge G. Petiton and
                  Kesheng Wu},
  editor       = {Richard F. Sincovec and
                  David E. Keyes and
                  Michael R. Leuze and
                  Linda R. Petzold and
                  Daniel A. Reed},
  title        = {Basic Sparse Computations on Data Parallel Computers},
  booktitle    = {Proceedings of the Sixth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1993, Norfolk, Virginia, USA, March
                  22-24, 1993},
  pages        = {462--466},
  publisher    = {{SIAM}},
  year         = {1993},
  timestamp    = {Mon, 20 Mar 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsc/FerngPW93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/WuS93,
  author       = {Kesheng Wu and
                  Yousef Saad},
  editor       = {Richard F. Sincovec and
                  David E. Keyes and
                  Michael R. Leuze and
                  Linda R. Petzold and
                  Daniel A. Reed},
  title        = {Performance of the {CM-5} and Message Passing Primitives},
  booktitle    = {Proceedings of the Sixth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1993, Norfolk, Virginia, USA, March
                  22-24, 1993},
  pages        = {937--942},
  publisher    = {{SIAM}},
  year         = {1993},
  timestamp    = {Mon, 20 Mar 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsc/WuS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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