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BibTeX records: Kesheng Wu
@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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