Neoklis Polyzotis
University of California, Santa Cruz, USA
http://www.cs.ucsc.edu/~alkis/
https://dl.acm.org/profile/81100273472
https://orcid.org/0000-0002-2694-8591
Mike Dreves
Gene Huang
Zhuo Peng
Neoklis Polyzotis
Evan Rosen
Paul Suganthan G. C.
Validating Data and Models in Continuous ML Pipelines.
42-50
2021
44
IEEE Data Eng. Bull.
1
http://sites.computer.org/debull/A21mar/p42.pdf
db/journals/debu/debu44.html#DrevesHPPRC21
Doris Xin
Hui Miao
Aditya G. Parameswaran
Neoklis Polyzotis
Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities.
2639-2652
2021
SIGMOD Conference
https://doi.org/10.1145/3448016.3457566
conf/sigmod/2021
db/conf/sigmod/sigmod2021.html#XinMPP21
Doris Xin
Hui Miao
Aditya G. Parameswaran
Neoklis Polyzotis
Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities.
2021
abs/2103.16007
CoRR
https://arxiv.org/abs/2103.16007
db/journals/corr/corr2103.html#abs-2103-16007
Neoklis Polyzotis
Matei Zaharia
What can Data-Centric AI Learn from Data and ML Engineering?
2021
abs/2112.06439
CoRR
https://arxiv.org/abs/2112.06439
db/journals/corr/corr2112.html#abs-2112-06439
Yeounoh Chung
Tim Kraska
Neoklis Polyzotis
Ki Hyun Tae
Steven Euijong Whang
Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.
2284-2296
2020
32
IEEE Trans. Knowl. Data Eng.
12
https://doi.org/10.1109/TKDE.2019.2916074
db/journals/tkde/tkde32.html#ChungKPTW20
Mike Dreves
Gene Huang
Zhuo Peng
Neoklis Polyzotis
Evan Rosen
Paul Suganthan G. C.
From Data to Models and Back.
1:1-1:4
2020
DEEM@SIGMOD
https://doi.org/10.1145/3399579.3399868
conf/sigmod/2020deem
db/conf/sigmod/deem2020.html#DrevesHPPRG20
Emily Caveness
Paul Suganthan G. C.
Zhuo Peng
Neoklis Polyzotis
Sudip Roy 0002
Martin Zinkevich
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines.
2793-2796
2020
SIGMOD Conference
https://doi.org/10.1145/3318464.3384707
conf/sigmod/2020
db/conf/sigmod/sigmod2020.html#CavenessCPP0Z20
Konstantinos Katsiapis
Abhijit Karmarkar
Ahmet Altay
Aleksandr Zaks
Neoklis Polyzotis
Anusha Ramesh
Ben Mathes
Gautam Vasudevan
Irene Giannoumis
Jarek Wilkiewicz
Jiri Simsa
Justin Hong
Mitchell Trott
Noé Lutz
Pavel A. Dournov
Robert Crowe
Sarah Sirajuddin
Tris Brian Warkentin
Zhitao Li
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX).
2020
abs/2010.02013
CoRR
https://arxiv.org/abs/2010.02013
db/journals/corr/corr2010.html#abs-2010-02013
Theodoros Rekatsinas
Sudeepa Roy
Manasi Vartak
Ce Zhang 0001
Neoklis Polyzotis
Opportunities for Data Management Research in the Era of Horizontal AI/ML.
2323-2324
2019
12
Proc. VLDB Endow.
12
http://www.vldb.org/pvldb/vol12/p2323-rekatsinas.pdf
https://doi.org/10.14778/3352063.3352149
db/journals/pvldb/pvldb12.html#RekatsinasRVZP19
Yeounoh Chung
Tim Kraska
Neoklis Polyzotis
Ki Hyun Tae
Steven Euijong Whang
Slice Finder: Automated Data Slicing for Model Validation.
1550-1553
2019
ICDE
https://doi.org/10.1109/ICDE.2019.00139
conf/icde/2019
db/conf/icde/icde2019.html#ChungKPTW19
Eric Breck
Neoklis Polyzotis
Sudip Roy 0002
Steven Whang 0001
Martin Zinkevich
Data Validation for Machine Learning.
2019
MLSys
https://proceedings.mlsys.org/book/267.pdf
conf/mlsys/2019
db/conf/mlsys/mlsys2019.html#BreckP0WZ19
Denis Baylor
Kevin Haas
Konstantinos Katsiapis
Sammy Leong
Rose Liu
Clemens Mewald
Hui Miao
Neoklis Polyzotis
Mitchell Trott
Martin Zinkevich
Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform.
51-53
2019
OpML
https://www.usenix.org/conference/opml19/presentation/baylor
conf/opml/2019
db/conf/opml/opml2019.html#BaylorHKLLMMPTZ19
Sebastian Schelter
Neoklis Polyzotis
Manasi Vartak
Stephan Seufert
DEEM 2019: Workshop on Data Management for End-to-End Machine Learning.
2066-2067
2019
SIGMOD Conference
https://doi.org/10.1145/3299869.3323598
conf/sigmod/2019
db/conf/sigmod/sigmod2019.html#SchelterPVS19
Sebastian Schelter
Neoklis Polyzotis
Stephan Seufert
Manasi Vartak
Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2019, Amsterdam, The Netherlands, June 30, 2019
ACM
DEEM@SIGMOD
2019
978-1-4503-6797-4
https://doi.org/10.1145/3329486
db/conf/sigmod/deem2019.html
Zhengli Zhao
Nicolas Papernot
Sameer Singh 0001
Neoklis Polyzotis
Augustus Odena
Improving Differentially Private Models with Active Learning.
2019
abs/1910.01177
CoRR
http://arxiv.org/abs/1910.01177
db/journals/corr/corr1910.html#abs-1910-01177
Neoklis Polyzotis
Sudip Roy 0002
Steven Euijong Whang
Martin Zinkevich
Data Lifecycle Challenges in Production Machine Learning: A Survey.
17-28
2018
47
SIGMOD Rec.
2
https://doi.org/10.1145/3299887.3299891
db/journals/sigmod/sigmod47.html#PolyzotisRWZ18
Tim Kraska
Alex Beutel
Ed H. Chi
Jeffrey Dean
Neoklis Polyzotis
The Case for Learned Index Structures.
489-504
2018
SIGMOD Conference
https://doi.org/10.1145/3183713.3196909
conf/sigmod/2018
db/conf/sigmod/sigmod2018.html#KraskaBCDP18
Maya Ramanath
Juliana Freire
Neoklis Polyzotis
XML Selectivity Estimation.
2018
Encyclopedia of Database Systems (2nd ed.)
https://doi.org/10.1007/978-1-4614-8265-9_801
reference/db/2018
db/reference/db/x2.html#RamanathFP18
Yeounoh Chung
Tim Kraska
Neoklis Polyzotis
Steven Euijong Whang
Slice Finder: Automated Data Slicing for Model Validation.
2018
abs/1807.06068
CoRR
http://arxiv.org/abs/1807.06068
db/journals/corr/corr1807.html#abs-1807-06068
Luca de Alfaro
Vassilis Polychronopoulos
Neoklis Polyzotis
Efficient Techniques for Crowdsourced Top-k Lists.
4801-4805
2017
IJCAI
https://doi.org/10.24963/ijcai.2017/670
conf/ijcai/2017
db/conf/ijcai/ijcai2017.html#AlfaroPP17
Denis Baylor
Eric Breck
Heng-Tze Cheng
Noah Fiedel
Chuan Yu Foo
Zakaria Haque
Salem Haykal
Mustafa Ispir
Vihan Jain
Levent Koc 0001
Chiu Yuen Koo
Lukasz Lew
Clemens Mewald
Akshay Naresh Modi
Neoklis Polyzotis
Sukriti Ramesh
Sudip Roy 0002
Steven Euijong Whang
Martin Wicke
Jarek Wilkiewicz
Xin Zhang
Martin Zinkevich
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform.
1387-1395
2017
KDD
https://doi.org/10.1145/3097983.3098021
https://www.wikidata.org/entity/Q99800318
conf/kdd/2017
db/conf/kdd/kdd2017.html#BaylorBCFFHHIJK17
Neoklis Polyzotis
Sudip Roy 0002
Steven Euijong Whang
Martin Zinkevich
Data Management Challenges in Production Machine Learning.
1723-1726
2017
SIGMOD Conference
https://doi.org/10.1145/3035918.3054782
conf/sigmod/2017
db/conf/sigmod/sigmod2017.html#Polyzotis0WZ17
Tim Kraska
Alex Beutel
Ed H. Chi
Jeffrey Dean
Neoklis Polyzotis
The Case for Learned Index Structures.
2017
abs/1712.01208
CoRR
http://arxiv.org/abs/1712.01208
db/journals/corr/corr1712.html#abs-1712-01208
Alon Y. Halevy
Flip Korn
Natalya Fridman Noy
Christopher Olston
Neoklis Polyzotis
Sudip Roy 0002
Steven Euijong Whang
Managing Google's data lake: an overview of the Goods system.
5-14
2016
39
IEEE Data Eng. Bull.
3
http://sites.computer.org/debull/A16sept/p5.pdf
db/journals/debu/debu39.html#HalevyKNOPRW16
Luca de Alfaro
Vassilis Polychronopoulos
Neoklis Polyzotis
Efficient Techniques for Crowdsourced Top-k Lists.
22-31
2016
HCOMP
https://doi.org/10.1609/hcomp.v4i1.13281
conf/hcomp/2016
db/conf/hcomp/hcomp2016.html#AlfaroPP16
Alon Y. Halevy
Flip Korn
Natalya Fridman Noy
Christopher Olston
Neoklis Polyzotis
Sudip Roy 0002
Steven Euijong Whang
Goods: Organizing Google's Datasets.
795-806
2016
SIGMOD Conference
https://doi.org/10.1145/2882903.2903730
https://www.wikidata.org/entity/Q34685140
conf/sigmod/2016
db/conf/sigmod/sigmod2016.html#HalevyKNOPRW16
Manasi Vartak
Sajjadur Rahman
Samuel Madden 0001
Aditya G. Parameswaran
Neoklis Polyzotis
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics.
2182-2193
2015
8
Proc. VLDB Endow.
13
http://www.vldb.org/pvldb/vol8/p2182-vartak.pdf
https://doi.org/10.14778/2831360.2831371
db/journals/pvldb/pvldb8.html#VartakRMPP15
Quoc Trung Tran
Konstantinos Morfonios
Neoklis Polyzotis
Oracle Workload Intelligence.
1669-1681
2015
SIGMOD Conference
https://doi.org/10.1145/2723372.2742791
conf/sigmod/2015
db/conf/sigmod/sigmod2015.html#TranMP15
Quoc Trung Tran
Ivo Jimenez
Rui Wang
Neoklis Polyzotis
Anastasia Ailamaki
RITA: an index-tuning advisor for replicated databases.
22:1-22:12
2015
SSDBM
https://doi.org/10.1145/2791347.2791376
conf/ssdbm/2015
db/conf/ssdbm/ssdbm2015.html#TranJWPA15
Aditya G. Parameswaran
Stephen P. Boyd
Hector Garcia-Molina
Ashish Gupta 0002
Neoklis Polyzotis
Jennifer Widom
Optimal Crowd-Powered Rating and Filtering Algorithms.
685-696
2014
7
Proc. VLDB Endow.
9
http://www.vldb.org/pvldb/vol7/p685-parameswaran.pdf
https://doi.org/10.14778/2732939.2732942
db/journals/pvldb/pvldb7.html#ParameswaranBG0PW14
Manasi Vartak
Samuel Madden 0001
Aditya G. Parameswaran
Neoklis Polyzotis
SEEDB: Automatically Generating Query Visualizations.
1581-1584
2014
7
Proc. VLDB Endow.
13
http://www.vldb.org/pvldb/vol7/p1581-vartak.pdf
https://doi.org/10.14778/2733004.2733035
db/journals/pvldb/pvldb7.html#VartakMPP14
Magdalini Eirinaki
Suju Abraham
Neoklis Polyzotis
Naushin Shaikh
QueRIE: Collaborative Database Exploration.
1778-1790
2014
26
IEEE Trans. Knowl. Data Eng.
7
https://doi.org/10.1109/TKDE.2013.79
http://doi.ieeecomputersociety.org/10.1109/TKDE.2013.79
db/journals/tkde/tkde26.html#EirinakiAPS14
Jeff LeFevre
Jagan Sankaranarayanan
Hakan Hacigümüs
Jun'ichi Tatemura
Neoklis Polyzotis
Michael J. Carey 0001
Opportunistic physical design for big data analytics.
851-862
2014
SIGMOD Conference
https://doi.org/10.1145/2588555.2610512
conf/sigmod/2014
db/conf/sigmod/sigmod2014.html#LeFevreSHTPC14
Jeff LeFevre
Jagan Sankaranarayanan
Hakan Hacigümüs
Jun'ichi Tatemura
Neoklis Polyzotis
Michael J. Carey 0001
MISO: souping up big data query processing with a multistore system.
1591-1602
2014
SIGMOD Conference
https://doi.org/10.1145/2588555.2588568
conf/sigmod/2014
db/conf/sigmod/sigmod2014.html#LeFevreSHTPC14a
Hakan Hacigümüs
Jagan Sankaranarayanan
Jun'ichi Tatemura
Jeff LeFevre
Neoklis Polyzotis
Odyssey: A Multi-Store System for Evolutionary Analytics.
1180-1181
2013
6
Proc. VLDB Endow.
11
http://www.vldb.org/pvldb/vol6/p1180-hacigumus.pdf
https://doi.org/10.14778/2536222.2536249
db/journals/pvldb/pvldb6.html#HacigumusSTLP13
Daniel Deutch
Tova Milo
Neoklis Polyzotis
Top-k queries over web applications.
519-542
2013
22
VLDB J.
4
https://doi.org/10.1007/s00778-012-0303-9
db/journals/vldb/vldb22.html#DeutchMP13
Rui Wang
Quoc Trung Tran
Ivo Jimenez
Neoklis Polyzotis
INUM+: A leaner, more accurate and more efficient fast what-if optimizer.
50-55
2013
ICDE Workshops
https://doi.org/10.1109/ICDEW.2013.6547426
https://doi.ieeecomputersociety.org/10.1109/ICDEW.2013.6547426
conf/icde/2013w
db/conf/icde/icdew2013.html#WangTJP13
Tyson Condie
Paul Mineiro
Neoklis Polyzotis
Markus Weimer
Machine learning on Big Data.
1242-1244
2013
ICDE
https://doi.org/10.1109/ICDE.2013.6544913
https://doi.ieeecomputersociety.org/10.1109/ICDE.2013.6544913
conf/icde/2013
db/conf/icde/icde2013.html#CondieMPW13
Joe B. Buck
Noah Watkins
Greg Levin
Adam Crume
Kleoni Ioannidou
Scott A. Brandt
Carlos Maltzahn
Neoklis Polyzotis
Aaron Torres
SIDR: structure-aware intelligent data routing in Hadoop.
73:1-73:12
2013
SC
https://doi.org/10.1145/2503210.2503241
conf/sc/2013
db/conf/sc/sc2013.html#BuckWLCIBMPT13
Jeff LeFevre
Jagan Sankaranarayanan
Hakan Hacigümüs
Jun'ichi Tatemura
Neoklis Polyzotis
Towards a workload for evolutionary analytics.
26-30
2013
DanaC@SIGMOD
https://doi.org/10.1145/2486767.2486773
conf/sigmod/2013danac
db/conf/sigmod/danac2013.html#LeFevreSHTP13
Tyson Condie
Paul Mineiro
Neoklis Polyzotis
Markus Weimer
Machine learning for big data.
939-942
2013
SIGMOD Conference
https://doi.org/10.1145/2463676.2465338
conf/sigmod/2013
db/conf/sigmod/sigmod2013.html#CondieMPW13
Vassilis Polychronopoulos
Luca de Alfaro
James Davis 0001
Hector Garcia-Molina
Neoklis Polyzotis
Human-Powered Top-k Lists.
25-30
2013
WebDB
http://webdb2013.lille.inria.fr/Paper%2035.pdf
conf/webdb/2013
db/conf/webdb/webdb2013.html#PolychronopoulosADGP13
Vivek R. Narasayya
Neoklis Polyzotis
Proceedings of the Sixth International Workshop on Testing Database Systems, DBTest 2013, New York, NY, USA, June 24, 2013
ACM
2013
978-1-4503-2151-8
http://dl.acm.org/citation.cfm?id=2479440
DBTest
db/conf/sigmod/dbtest2013.html
Joshua Rosen
Neoklis Polyzotis
Vinayak R. Borkar
Yingyi Bu
Michael J. Carey 0001
Markus Weimer
Tyson Condie
Raghu Ramakrishnan
Iterative MapReduce for Large Scale Machine Learning
http://arxiv.org/abs/1303.3517
2013
CoRR
abs/1303.3517
db/journals/corr/corr1303.html#abs-1303-3517
Jeff LeFevre
Jagan Sankaranarayanan
Hakan Hacigümüs
Jun'ichi Tatemura
Neoklis Polyzotis
Exploiting Opportunistic Physical Design in Large-scale Data Analytics
http://arxiv.org/abs/1303.6609
2013
CoRR
abs/1303.6609
db/journals/corr/corr1303.html#abs-1303-6609
Quoc Trung Tran
Ivo Jimenez
Rui Wang
Neoklis Polyzotis
Anastasia Ailamaki
RITA: An Index-Tuning Advisor for Replicated Databases
http://arxiv.org/abs/1304.1411
2013
CoRR
abs/1304.1411
db/journals/corr/corr1304.html#abs-1304-1411
Jeff LeFevre
Jagan Sankaranarayanan
Hakan Hacigümüs
Jun'ichi Tatemura
Neoklis Polyzotis
Towards a Workload for Evolutionary Analytics
http://arxiv.org/abs/1304.1838
2013
CoRR
abs/1304.1838
db/journals/corr/corr1304.html#abs-1304-1838
Vinayak R. Borkar
Yingyi Bu
Michael J. Carey 0001
Joshua Rosen
Neoklis Polyzotis
Tyson Condie
Markus Weimer
Raghu Ramakrishnan
Declarative Systems for Large-Scale Machine Learning.
24-32
2012
35
IEEE Data Eng. Bull.
2
http://sites.computer.org/debull/A12june/declare.pdf
db/journals/debu/debu35.html#BorkarBCRPCWR12
Karl Schnaitter
Neoklis Polyzotis
Semi-Automatic Index Tuning: Keeping DBAs in the Loop.
478-489
2012
5
Proc. VLDB Endow.
5
http://vldb.org/pvldb/vol5/p478_karlschnaitter_vldb2012.pdf
https://doi.org/10.14778/2140436.2140444
db/journals/pvldb/pvldb5.html#SchnaitterP12
Hyunjung Park 0001
Richard Pang
Aditya G. Parameswaran
Hector Garcia-Molina
Neoklis Polyzotis
Jennifer Widom
Deco: A System for Declarative Crowdsourcing.
1990-1993
2012
5
Proc. VLDB Endow.
12
http://vldb.org/pvldb/vol5/p1990_hyunjungpark_vldb2012.pdf
https://doi.org/10.14778/2367502.2367555
db/journals/pvldb/pvldb5.html#ParkPPGPW12
Hyunjung Park 0001
Richard Pang
Aditya G. Parameswaran
Hector Garcia-Molina
Neoklis Polyzotis
Jennifer Widom
An overview of the deco system: data model and query language; query processing and optimization.
22-27
2012
41
SIGMOD Rec.
4
https://doi.org/10.1145/2430456.2430462
db/journals/sigmod/sigmod41.html#ParkPPGPW12
Aditya G. Parameswaran
Hyunjung Park 0001
Hector Garcia-Molina
Neoklis Polyzotis
Jennifer Widom
Deco: declarative crowdsourcing.
1203-1212
2012
CIKM
https://doi.org/10.1145/2396761.2398421
conf/cikm/2012
db/conf/cikm/cikm2012.html#ParameswaranPGPW12
Christos Doulkeridis
Akrivi Vlachou
Kjetil Nørvåg
Yannis Kotidis
Neoklis Polyzotis
Processing of Rank Joins in Highly Distributed Systems.
606-617
2012
ICDE
https://doi.org/10.1109/ICDE.2012.108
https://doi.ieeecomputersociety.org/10.1109/ICDE.2012.108
conf/icde/2012
db/conf/icde/icde2012.html#DoulkeridisVNKP12
Rubi Boim
Ohad Greenshpan
Tova Milo
Slava Novgorodov
Neoklis Polyzotis
Wang Chiew Tan
Asking the Right Questions in Crowd Data Sourcing.
1261-1264
2012
ICDE
https://doi.org/10.1109/ICDE.2012.122
https://doi.ieeecomputersociety.org/10.1109/ICDE.2012.122
conf/icde/2012
db/conf/icde/icde2012.html#BoimGMNPT12
Mariano P. Consens
Kleoni Ioannidou
Jeff LeFevre
Neoklis Polyzotis
Divergent physical design tuning for replicated databases.
49-60
2012
SIGMOD Conference
https://doi.org/10.1145/2213836.2213843
conf/sigmod/2012
db/conf/sigmod/sigmod2012.html#ConsensILP12
Aditya G. Parameswaran
Hector Garcia-Molina
Hyunjung Park 0001
Neoklis Polyzotis
Aditya Ramesh
Jennifer Widom
CrowdScreen: algorithms for filtering data with humans.
361-372
2012
SIGMOD Conference
https://doi.org/10.1145/2213836.2213878
conf/sigmod/2012
db/conf/sigmod/sigmod2012.html#ParameswaranGPPRW12
Ivo Jimenez
Huascar Sanchez
Quoc Trung Tran
Neoklis Polyzotis
Kaizen: a semi-automatic index advisor.
685-688
2012
SIGMOD Conference
https://doi.org/10.1145/2213836.2213932
conf/sigmod/2012
db/conf/sigmod/sigmod2012.html#JimenezSTP12
Petros Venetis
Hector Garcia-Molina
Kerui Huang
Neoklis Polyzotis
Max algorithms in crowdsourcing environments.
989-998
2012
WWW
https://doi.org/10.1145/2187836.2187969
conf/www/2012
db/conf/www/www2012.html#VenetisGHP12
Yingyi Bu
Vinayak R. Borkar
Michael J. Carey 0001
Joshua Rosen
Neoklis Polyzotis
Tyson Condie
Markus Weimer
Raghu Ramakrishnan
Scaling Datalog for Machine Learning on Big Data
http://arxiv.org/abs/1203.0160
2012
CoRR
abs/1203.0160
db/journals/corr/corr1203.html#abs-1203-0160
Gloria Chatzopoulou
Magdalini Eirinaki
Suju Koshy
Sarika Mittal
Neoklis Polyzotis
Jothi Swarubini Vindhiya Varman
The QueRIE system for Personalized Query Recommendations.
55-60
2011
34
IEEE Data Eng. Bull.
2
http://sites.computer.org/debull/A11june/Alkis.pdf
db/journals/debu/debu34.html#ChatzopoulouEKMPV11
Ivo Jimenez
Jeff LeFevre
Neoklis Polyzotis
Huascar Sanchez
Karl Schnaitter
Benchmarking Online Index-Tuning Algorithms.
28-35
2011
34
IEEE Data Eng. Bull.
4
http://sites.computer.org/debull/A11dec/online.pdf
db/journals/debu/debu34.html#JimenezLPSS11
Aditya G. Parameswaran
Anish Das Sarma
Hector Garcia-Molina
Neoklis Polyzotis
Jennifer Widom
Human-assisted graph search: it's okay to ask questions.
267-278
2011
4
Proc. VLDB Endow.
5
https://doi.org/10.14778/1952376.1952377
db/journals/pvldb/pvldb4.html#ParameswaranSGPW11
Debabrata Dash
Neoklis Polyzotis
Anastasia Ailamaki
CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads.
362-372
2011
4
Proc. VLDB Endow.
6
http://www.vldb.org/pvldb/vol4/p362-dash.pdf
https://doi.org/10.14778/1978665.1978668
db/journals/pvldb/pvldb4.html#DashPA11
George Candea
Neoklis Polyzotis
Radek Vingralek
Predictable performance and high query concurrency for data analytics.
227-248
2011
20
VLDB J.
2
https://doi.org/10.1007/s00778-011-0221-2
db/journals/vldb/vldb20.html#CandeaPV11
Vani Gupta
Gerome Miklau
Neoklis Polyzotis
Private Database Synthesis for Outsourced System Evaluation.
2011
AMW
https://ceur-ws.org/Vol-749/paper10.pdf
conf/amw/2011
db/conf/amw/amw2011.html#GuptaMP11
Aditya G. Parameswaran
Neoklis Polyzotis
Answering Queries using Humans, Algorithms and Databases.
160-166
2011
CIDR
http://cidrdb.org/cidr2011/Papers/CIDR11_Paper19.pdf
conf/cidr/2011
db/conf/cidr/cidr2011.html#ParameswaranP11
Foto N. Afrati
Vinayak R. Borkar
Michael J. Carey 0001
Neoklis Polyzotis
Jeffrey D. Ullman
Map-reduce extensions and recursive queries.
1-8
2011
EDBT
https://doi.org/10.1145/1951365.1951367
conf/edbt/2011
db/conf/edbt/edbt2011.html#AfratiBCPU11
Émilien Antoine
Alban Galland
Kristian Lyngbaek
Amélie Marian
Neoklis Polyzotis
Social networking on top of the WebdamExchange system.
1300-1303
2011
ICDE
https://doi.org/10.1109/ICDE.2011.5767939
https://doi.ieeecomputersociety.org/10.1109/ICDE.2011.5767939
conf/icde/2011
db/conf/icde/icde2011.html#AntoineGLMP11
Joe B. Buck
Noah Watkins
Jeff LeFevre
Kleoni Ioannidou
Carlos Maltzahn
Neoklis Polyzotis
Scott A. Brandt
SciHadoop: array-based query processing in Hadoop.
66:1-66:11
2011
SC
https://doi.org/10.1145/2063384.2063473
conf/sc/2011
db/conf/sc/sc2011.html#BuckWLIMPB11
Akrivi Vlachou
Christos Doulkeridis
Neoklis Polyzotis
Skyline query processing over joins.
73-84
2011
SIGMOD Conference
https://doi.org/10.1145/1989323.1989332
conf/sigmod/2011
db/conf/sigmod/sigmod2011.html#VlachouDP11
Serge Abiteboul
Alban Galland
Neoklis Polyzotis
Web information management with access control.
2011
WebDB
http://webdb2011.rutgers.edu/papers/Paper%2013/WebDB11.pdf
conf/webdb/2011
db/conf/webdb/webdb2011.html#AbiteboulGP11
Aditya G. Parameswaran
Anish Das Sarma
Hector Garcia-Molina
Neoklis Polyzotis
Jennifer Widom
Human-Assisted Graph Search: It's Okay to Ask Questions
http://arxiv.org/abs/1103.3102
2011
CoRR
abs/1103.3102
db/journals/corr/corr1103.html#abs-1103-3102
Debabrata Dash
Neoklis Polyzotis
Anastasia Ailamaki
CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads
http://arxiv.org/abs/1104.3214
2011
CoRR
abs/1104.3214
db/journals/corr/corr1104.html#abs-1104-3214
Daniel Deutch
Tova Milo
Neoklis Polyzotis
Tom Yam
Optimal Top-K Query Evaluation for Weighted Business Processes.
940-951
2010
3
Proc. VLDB Endow.
1
http://www.vldb.org/pvldb/vldb2010/pvldb_vol3/R84.pdf
https://doi.org/10.14778/1920841.1920960
db/journals/pvldb/pvldb3.html#DeutchMPY10
Javad Akbarnejad
Gloria Chatzopoulou
Magdalini Eirinaki
Suju Koshy
Sarika Mittal
Duc On
Neoklis Polyzotis
Jothi Swarubini Vindhiya Varman
SQL QueRIE Recommendations.
1597-1600
2010
3
Proc. VLDB Endow.
2
http://www.vldb.org/pvldb/vldb2010/pvldb_vol3/D21.pdf
https://doi.org/10.14778/1920841.1921048
https://www.wikidata.org/entity/Q113237183
db/journals/pvldb/pvldb3.html#AkbarnejadCEKMOPV10
Karl Schnaitter
Neoklis Polyzotis
Optimal algorithms for evaluating rank joins in database systems.
2010
35
ACM Trans. Database Syst.
1
https://doi.org/10.1145/1670243.1670249
db/journals/tods/tods35.html#SchnaitterP10
6:1-6:47
Foto N. Afrati
Vinayak R. Borkar
Michael J. Carey 0001
Neoklis Polyzotis
Jeffrey D. Ullman
Cluster Computing, Recursion and Datalog.
120-144
2010
Datalog
https://doi.org/10.1007/978-3-642-24206-9_8
conf/datalog/2010
db/conf/datalog/datalog2010.html#AfratiBCPU10
Sarika Mittal
Jothi Swarubini Vindhiya Varman
Gloria Chatzopoulou
Magdalini Eirinaki
Neoklis Polyzotis
QueRIE: A Query Recommender System Supporting Interactive Database Exploration.
1411-1414
2010
ICDM Workshops
https://doi.org/10.1109/ICDMW.2010.43
https://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.43
conf/icdm/2010w
db/conf/icdm/icdmw2010.html#MittalVCEP10
Neoklis Polyzotis
The Rank Join Problem.
115-120
2010
SeCO Workshop
https://doi.org/10.1007/978-3-642-19668-3_10
conf/seco/2010
db/conf/seco/seco2010.html#Polyzotis10
Ihab F. Ilyas
Davide Martinenghi
Neoklis Polyzotis
Marco Tagliasacchi
Trends in Rank Join.
135-137
2010
SeCO Workshop
https://doi.org/10.1007/978-3-642-19668-3_13
https://www.wikidata.org/entity/Q56642270
conf/seco/2010
db/conf/seco/seco2010.html#IlyasMPT10
Ioannis Alagiannis
Debabrata Dash
Karl Schnaitter
Anastasia Ailamaki
Neoklis Polyzotis
An automated, yet interactive and portable DB designer.
1183-1186
2010
SIGMOD Conference
https://doi.org/10.1145/1807167.1807314
conf/sigmod/2010
db/conf/sigmod/sigmod2010.html#AlagiannisDSAP10
Karl Schnaitter
Neoklis Polyzotis
Semi-Automatic Index Tuning: Keeping DBAs in the Loop
http://arxiv.org/abs/1004.1249
2010
CoRR
abs/1004.1249
db/journals/corr/corr1004.html#abs-1004-1249
Serge Abiteboul
Neoklis Polyzotis
Searching Shared Content in Communities with the Data Ring.
44-51
2009
32
IEEE Data Eng. Bull.
2
http://sites.computer.org/debull/A09June/alkis_dataengi1.pdf
db/journals/debu/debu32.html#AbiteboulP09
George Candea
Neoklis Polyzotis
Radek Vingralek
A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses.
277-288
2009
2
Proc. VLDB Endow.
1
http://www.vldb.org/pvldb/vol2/vldb09-553.pdf
https://doi.org/10.14778/1687627.1687659
db/journals/pvldb/pvldb2.html#CandeaPV09
Ohad Greenshpan
Tova Milo
Neoklis Polyzotis
Autocompletion for Mashups.
538-549
2009
2
Proc. VLDB Endow.
1
http://www.vldb.org/pvldb/vol2/vldb09-95.pdf
https://doi.org/10.14778/1687627.1687689
db/journals/pvldb/pvldb2.html#GreenshpanMP09
Karl Schnaitter
Neoklis Polyzotis
Lise Getoor
Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications.
1234-1245
2009
2
Proc. VLDB Endow.
1
http://www.vldb.org/pvldb/vol2/vldb09-582.pdf
https://doi.org/10.14778/1687627.1687766
db/journals/pvldb/pvldb2.html#SchnaitterPG09
Chee-Yong Chan
Neoklis Polyzotis
Report on the 10th international workshop on web information and data management (WIDM).
49-55
2009
43
SIGIR Forum
1
https://doi.org/10.1145/1670598.1670607
db/journals/sigir/sigir43.html#ChanP09
Chee-Yong Chan
Neoklis Polyzotis
Report on the 10th international workshop on web information and data management (WIDM).
50-52
2009
38
SIGMOD Rec.
2
https://doi.org/10.1145/1815918.1815930
db/journals/sigmod/sigmod38.html#ChanP09
Joshua Spiegel
Neoklis Polyzotis
TuG synopses for approximate query answering.
2009
34
ACM Trans. Database Syst.
1
https://doi.org/10.1145/1508857.1508860
db/journals/tods/tods34.html#SpiegelP09
3:1-3:56
Karl Schnaitter
Joshua Spiegel
Neoklis Polyzotis
Depth estimation for ranking query optimization.
521-542
2009
18
VLDB J.
2
https://doi.org/10.1007/s00778-008-0124-z
db/journals/vldb/vldb18.html#SchnaitterSP09
Veronica Mayorga
Neoklis Polyzotis
Sketch-Based Summarization of Ordered XML Streams.
541-552
2009
ICDE
https://doi.org/10.1109/ICDE.2009.107
https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.107
conf/icde/2009
db/conf/icde/icde2009.html#MayorgaP09
Serge Abiteboul
Ohad Greenshpan
Tova Milo
Neoklis Polyzotis
MatchUp: Autocompletion for Mashups.
1479-1482
2009
ICDE
https://doi.org/10.1109/ICDE.2009.47
https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.47
conf/icde/2009
db/conf/icde/icde2009.html#AbiteboulGMP09
Karl Schnaitter
Neoklis Polyzotis
A Benchmark for Online Index Selection.
1701-1708
2009
ICDE
https://doi.org/10.1109/ICDE.2009.166
https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.166
conf/icde/2009
db/conf/icde/icde2009.html#SchnaitterP09
Jonathan Finger
Neoklis Polyzotis
Robust and efficient algorithms for rank join evaluation.
415-428
2009
SIGMOD Conference
https://doi.org/10.1145/1559845.1559890
conf/sigmod/2009
db/conf/sigmod/sigmod2009.html#FingerP09
Gloria Chatzopoulou
Magdalini Eirinaki
Neoklis Polyzotis
Query Recommendations for Interactive Database Exploration.
3-18
2009
SSDBM
https://doi.org/10.1007/978-3-642-02279-1_2
conf/ssdbm/2009
db/conf/ssdbm/ssdbm2009.html#ChatzopoulouEP09
Maya Ramanath
Juliana Freire
Neoklis Polyzotis
XML Selectivity Estimation.
3623-3627
2009
Encyclopedia of Database Systems
https://doi.org/10.1007/978-0-387-39940-9_801
reference/db/2009
db/reference/db/x.html#RamanathFP09
Irini Fundulaki
Neoklis Polyzotis
Report on the 9th International Workshop on Web Information and Data Management (WIDM 2007).
36-43
2008
42
SIGIR Forum
1
https://doi.org/10.1145/1394251.1394258
db/journals/sigir/sigir42.html#FundulakiP08
Ioana Manolescu
Loredana Afanasiev
Andrei Arion
Jens Dittrich
Stefan Manegold
Neoklis Polyzotis
Karl Schnaitter
Pierre Senellart
Spyros Zoupanos
Dennis E. Shasha
The repeatability experiment of SIGMOD 2008.
39-45
2008
37
SIGMOD Rec.
1
https://doi.org/10.1145/1374780.1374791
db/journals/sigmod/sigmod37.html#ManolescuAADMPSSZS08
Irini Fundulaki
Neoklis Polyzotis
Report on the 9th international workshop on web information and data management (WIDM 2007).
50-52
2008
37
SIGMOD Rec.
3
https://doi.org/10.1145/1462571.1462585
db/journals/sigmod/sigmod37.html#FundulakiP08
Neoklis Polyzotis
Spiros Skiadopoulos
Panos Vassiliadis
Alkis Simitsis
Nils-Erik Frantzell
Meshing Streaming Updates with Persistent Data in an Active Data Warehouse.
976-991
2008
20
IEEE Trans. Knowl. Data Eng.
7
https://doi.org/10.1109/TKDE.2008.27
http://doi.ieeecomputersociety.org/10.1109/TKDE.2008.27
db/journals/tkde/tkde20.html#PolyzotisSVSF08
Serge Abiteboul
Ioana Manolescu
Neoklis Polyzotis
Nicoleta Preda
Chong Sun
XML processing in DHT networks.
606-615
2008
ICDE
https://doi.org/10.1109/ICDE.2008.4497469
https://doi.ieeecomputersociety.org/10.1109/ICDE.2008.4497469
conf/icde/2008
db/conf/icde/icde2008.html#AbiteboulMPPS08
Karl Schnaitter
Neoklis Polyzotis
Evaluating rank joins with optimal cost.
43-52
2008
PODS
https://doi.org/10.1145/1376916.1376924
conf/pods/2008
db/conf/pods/pods2008.html#SchnaitterP08
Minos N. Garofalakis
Neoklis Polyzotis
Very Large Databases.
2008
Wiley Encyclopedia of Computer Science and Engineering
https://doi.org/10.1002/9780470050118.ecse443
reference/wiley/2008
db/reference/wiley/wiley2008.html#GarofalakisP08
Chee Yong Chan
Neoklis Polyzotis
10th ACM International Workshop on Web Information and Data Management (WIDM 2008), Napa Valley, California, USA, October 30, 2008
WIDM
ACM
2008
db/conf/widm/widm2008.html
978-1-60558-260-3
Serge Abiteboul
Ioana Manolescu
Neoklis Polyzotis
Nicoleta Preda
Chong Sun
XML processing in DHT networks.
2007
BDA
conf/bda/2007
db/conf/bda/bda2007.html#AbiteboulMPPS07
Serge Abiteboul
Neoklis Polyzotis
The Data Ring: Community Content Sharing.
154-163
2007
conf/cidr/2007
CIDR
http://cidrdb.org/cidr2007/papers/cidr07p17.pdf
db/conf/cidr/cidr2007.html#AbiteboulP07
Karl Schnaitter
Serge Abiteboul
Tova Milo
Neoklis Polyzotis
On-Line Index Selection for Shifting Workloads.
459-468
2007
conf/icde/2007w
ICDE Workshops
https://doi.org/10.1109/ICDEW.2007.4401029
https://doi.ieeecomputersociety.org/10.1109/ICDEW.2007.4401029
db/conf/icde/icdew2007.html#SchnaitterAMP07
Neoklis Polyzotis
Spiros Skiadopoulos
Panos Vassiliadis
Alkis Simitsis
Nils-Erik Frantzell
Supporting Streaming Updates in an Active Data Warehouse.
476-485
2007
conf/icde/2007
ICDE
https://doi.org/10.1109/ICDE.2007.367893
https://doi.ieeecomputersociety.org/10.1109/ICDE.2007.367893
db/conf/icde/icde2007.html#PolyzotisSVSF07
Karl Schnaitter
Joshua Spiegel
Neoklis Polyzotis
Depth Estimation for Ranking Query Optimization.
902-913
2007
conf/vldb/2007
VLDB
http://www.vldb.org/conf/2007/papers/research/p902-schnaitter.pdf
db/conf/vldb/vldb2007.html#SchnaitterSP07
Irini Fundulaki
Neoklis Polyzotis
9th ACM International Workshop on Web Information and Data Management (WIDM 2007), Lisbon, Portugal, November 9, 2007
WIDM
ACM
2007
db/conf/widm/widm2007.html
978-1-59593-829-9
Neoklis Polyzotis
Minos N. Garofalakis
XSKETCH synopses for XML data graphs.
1014-1063
2006
31
ACM Trans. Database Syst.
3
https://doi.org/10.1145/1166074.1166082
db/journals/tods/tods31.html#PolyzotisG06
Serge Abiteboul
Neoklis Polyzotis
Data Ring: Let Us Turn the Net into a Database!
1
2006
conf/adbis/2006
ADBIS
https://doi.org/10.1007/11827252_1
db/conf/adbis/adbis2006.html#AbiteboulP06
Neoklis Polyzotis
Minos N. Garofalakis
XCluster Synopses for Structured XML Content.
63
2006
conf/icde/2006
ICDE
https://doi.org/10.1109/ICDE.2006.175
https://doi.ieeecomputersociety.org/10.1109/ICDE.2006.175
db/conf/icde/icde2006.html#PolyzotisG06
Joshua Spiegel
Neoklis Polyzotis
Graph-based synopses for relational selectivity estimation.
205-216
2006
conf/sigmod/2006
SIGMOD Conference
https://doi.org/10.1145/1142473.1142497
db/conf/sigmod/sigmod2006.html#SpiegelP06
Karl Schnaitter
Serge Abiteboul
Tova Milo
Neoklis Polyzotis
COLT: continuous on-line tuning.
793-795
2006
conf/sigmod/2006
SIGMOD Conference
https://doi.org/10.1145/1142473.1142592
db/conf/sigmod/sigmod2006.html#SchnaitterAMP06
Joshua Spiegel
Emmanuel D. Pontikakis
Suratna Budalakoti
Neoklis Polyzotis
AQAX: A System for Approximate XML Query Answers.
1159-1162
2006
conf/vldb/2006
VLDB
http://dl.acm.org/citation.cfm?id=1164233
http://www.vldb.org/conf/2006/p1159-spiegel.pdf
db/conf/vldb/vldb2006.html#SpiegelPBP06
Surajit Chaudhuri
Vagelis Hristidis
Neoklis Polyzotis
Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006
SIGMOD Conference
ACM
2006
1-59593-256-9
https://doi.org/10.1145/1142473
db/conf/sigmod/sigmod2006.html
Neoklis Polyzotis
Selectivity-based partitioning: a divide-and-union paradigm for effective query optimization.
720-727
2005
conf/cikm/2005
CIKM
https://doi.org/10.1145/1099554.1099730
db/conf/cikm/cikm2005.html#Polyzotis05
Deepavali Bhagwat
Neoklis Polyzotis
Searching a file system using inferred semantic links.
85-87
2005
conf/ht/2005
Hypertext
https://doi.org/10.1145/1083356.1083372
db/conf/ht/ht2005.html#BhagwatP05
Neoklis Polyzotis
Minos N. Garofalakis
Yannis E. Ioannidis
Selectivity Estimation for XML Twigs.
264-275
2004
conf/icde/2004
ICDE
https://doi.org/10.1109/ICDE.2004.1320003
https://doi.ieeecomputersociety.org/10.1109/ICDE.2004.1320003
db/conf/icde/icde2004.html#PolyzotisGI04
Neoklis Polyzotis
Minos N. Garofalakis
Yannis E. Ioannidis
Approximate XML Query Answers.
2004
conf/sigmod/2004
SIGMOD Conference
db/conf/sigmod/sigmod2004.html#PolyzotisGI04
263-274
https://doi.org/10.1145/1007568.1007599
Natasha Drukh
Neoklis Polyzotis
Minos N. Garofalakis
Yossi Matias
Fractional XSketch Synopses for XML Databases.
189-203
https://doi.org/10.1007/978-3-540-30081-6_14
2004
conf/xsym/2004
XSym
db/conf/xsym/xsym2004.html#DrukhPGM04
Neoklis Polyzotis
Yannis E. Ioannidis
Speculative Query Processing.
2003
conf/cidr/2003
CIDR
http://www-db.cs.wisc.edu/cidr/cidr2003/program/p2.pdf
db/conf/cidr/cidr2003.html#PolyzotisI03
Neoklis Polyzotis
Minos N. Garofalakis
Statistical synopses for graph-structured XML databases.
358-369
2002
conf/sigmod/2002
SIGMOD Conference
https://doi.org/10.1145/564691.564733
db/conf/sigmod/sigmod2002.html#PolyzotisG02
Neoklis Polyzotis
Minos N. Garofalakis
Structure and Value Synopses for XML Data Graphs.
2002
conf/vldb/2002
VLDB
db/conf/vldb/vldb2002.html#PolyzotisG02
http://www.vldb.org/conf/2002/S13P03.pdf
https://doi.org/10.1016/B978-155860869-6/50048-2
466-477
Serge Abiteboul
Suju Abraham
Loredana Afanasiev
Foto N. Afrati
Anastasia Ailamaki
Javad Akbarnejad
Ioannis Alagiannis
Luca de Alfaro
Ahmet Altay
Émilien Antoine
Andrei Arion
Denis Baylor
Alex Beutel
Deepavali Bhagwat
Rubi Boim
Vinayak R. Borkar
Stephen P. Boyd
Scott A. Brandt
Eric Breck
Yingyi Bu
Joe B. Buck
Suratna Budalakoti
Paul Suganthan G. C.
George Candea
Michael J. Carey 0001
Emily Caveness
Chee Yong ChanChee-Yong Chan
Gloria Chatzopoulou
Surajit Chaudhuri
Heng-Tze Cheng
Ed H. Chi
Yeounoh Chung
Tyson Condie
Mariano P. Consens
Robert Crowe
Adam Crume
Debabrata Dash
James Davis 0001
Jeffrey Dean
Daniel Deutch
Jens Dittrich
Christos Doulkeridis
Pavel A. Dournov
Mike Dreves
Natasha Drukh
Magdalini Eirinaki
Noah Fiedel
Jonathan Finger
Chuan Yu Foo
Nils-Erik Frantzell
Juliana Freire
Irini Fundulaki
Alban Galland
Hector Garcia-Molina
Minos N. Garofalakis
Lise Getoor
Irene Giannoumis
Ohad Greenshpan
Ashish Gupta 0002
Vani Gupta
Kevin Haas
Hakan Hacigümüs
Alon Y. Halevy
Zakaria Haque
Salem Haykal
Justin Hong
Vagelis Hristidis
Gene Huang
Kerui Huang
Ihab F. Ilyas
Yannis E. Ioannidis
Kleoni Ioannidou
Mustafa Ispir
Vihan Jain
Ivo Jimenez
Abhijit Karmarkar
Konstantinos Katsiapis
Levent Koc 0001
Chiu Yuen Koo
Flip Korn
Suju Koshy
Yannis Kotidis
Tim Kraska
Jeff LeFevre
Sammy Leong
Greg Levin
Lukasz Lew
Zhitao Li
Rose Liu
Noé Lutz
Kristian Lyngbaek
Samuel Madden 0001
Carlos Maltzahn
Stefan Manegold
Ioana Manolescu
Amélie Marian
Davide Martinenghi
Ben Mathes
Yossi Matias
Veronica Mayorga
Clemens Mewald
Hui Miao
Gerome Miklau
Tova Milo
Paul Mineiro
Sarika Mittal
Akshay Naresh Modi
Konstantinos Morfonios
Vivek R. Narasayya
Kjetil Nørvåg
Slava Novgorodov
Natasha F. NoyNatalya Fridman Noy
Augustus Odena
Christopher Olston
Duc On
Richard Pang
Nicolas Papernot
Aditya G. Parameswaran
Hyunjung Park 0001
Zhuo Peng
Vassilis Polychronopoulos
Emmanuel D. Pontikakis
Nicoleta Preda
Sajjadur Rahman
Raghu Ramakrishnan
Maya Ramanath
Aditya Ramesh
Anusha Ramesh
Sukriti Ramesh
Theodoros Rekatsinas
Evan Rosen
Joshua Rosen
Sudeepa Roy
Sudip Roy 0002
Huascar Sanchez
Jagan Sankaranarayanan
Anish Das Sarma
Sebastian Schelter
Karl Schnaitter
Pierre Senellart
Stephan Seufert
Naushin Shaikh
Dennis E. Shasha
Alkis Simitsis
Jiri Simsa
Sameer Singh 0001
Sarah Sirajuddin
Spiros Skiadopoulos
Joshua Spiegel
Chong Sun
Ki Hyun Tae
Marco Tagliasacchi
Wang Chiew Tan
Jun'ichi Tatemura
Aaron Torres
Quoc Trung Tran
Mitchell Trott
Jeffrey D. Ullman
Jothi Swarubini Vindhiya Varman
Manasi Vartak
Panos Vassiliadis
Gautam Vasudevan
Petros Venetis
Radek Vingralek
Akrivi Vlachou
Rui Wang
Tris Brian Warkentin
Noah Watkins
Markus Weimer
Steven Euijong WhangSteven Whang 0001
Martin Wicke
Jennifer Widom
Jarek Wilkiewicz
Doris Xin
Tom Yam
Matei Zaharia
Aleksandr Zaks
Ce Zhang 0001
Xin Zhang
Zhengli Zhao
Martin Zinkevich
Spyros Zoupanos