Joseph Hellerstein

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Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
Michael FranklinLiew Family Chair of Computer Science, University of ChicagoVerified email at uchicago.edu
Samuel MaddenMITVerified email at csail.mit.edu
Boon Thau LooRCA Professor of Computer and Information Science, University of PennsylvaniaVerified email at seas.upenn.edu
Peter AlvaroAssociate Professor of Computer Science, UC Santa CruzVerified email at ucsc.edu
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Amol DeshpandeProfessorVerified email at cs.umd.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Neil ConwayCTO, Determined AIVerified email at eecs.berkeley.edu
Scott ShenkerProfessor of Computer Science, UC BerkeleyVerified email at icsi.berkeley.edu
Tyson CondieMicrosoftVerified email at microsoft.com
Petros ManiatisStaff Research Scientist, GoogleVerified email at google.com
Minos GarofalakisDirector, IMSI, Athena Research Center & Professor, School of ECE, Technical Univ. of CreteVerified email at softnet.tuc.gr
Peter BailisSisu DataVerified email at sisudata.com
Timothy RoscoeProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Peter J HaasCollege of Information and Computer Sciences, University of Massachusetts AmherstVerified email at cs.umass.edu
Jeffrey HeerUniversity of WashingtonVerified email at cs.washington.edu
Sean KandelFounder and CTO, TrifactaVerified email at cs.stanford.edu
David ChuGoogle, University of Illinois Urbana-ChampaignVerified email at google.com
Raghu RamakrishnanMicrosoftVerified email at microsoft.com

Joseph Hellerstein

Jim Gray Professor of Computer Science, UC Berkeley

Verified email at berkeley.edu - Homepage

Databases Distributed Systems


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TAG: A tiny aggregation service for ad-hoc sensor networks S Madden, MJ Franklin, JM Hellerstein, W Hong ACM SIGOPS Operating Systems Review 36 (SI), 131-146, 2002	4345	2002
TinyDB: an acquisitional query processing system for sensor networks SR Madden, MJ Franklin, JM Hellerstein, W Hong ACM Transactions on database systems (TODS) 30 (1), 122-173, 2005	2678	2005
Distributed graphlab: A framework for machine learning in the cloud Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein arXiv preprint arXiv:1204.6078, 2012	2231	2012
TelegraphCQ: continuous dataflow processing S Chandrasekaran, O Cooper, A Deshpande, MJ Franklin, JM Hellerstein, ... Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003	2228	2003
Model-driven data acquisition in sensor networks A Deshpande, C Guestrin, SR Madden, JM Hellerstein, W Hong Proceedings of the Thirtieth international conference on Very large data …, 2004	1541	2004
The design of an acquisitional query processor for sensor networks S Madden, MJ Franklin, JM Hellerstein, W Hong Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003	1368	2003
Online aggregation JM Hellerstein, PJ Haas, HJ Wang Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997	1279	1997
Eddies: Continuously adaptive query processing R Avnur, JM Hellerstein Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000	1253	2000
Blobworld: A system for region-based image indexing and retrieval C Carson, M Thomas, S Belongie, JM Hellerstein, J Malik International conference on advances in visual information systems, 509-517, 1999	1237	1999
MapReduce online. T Condie, N Conway, P Alvaro, JM Hellerstein, K Elmeleegy, R Sears Nsdi 10 (4), 20, 2010	1197	2010
Graphlab: A new framework for parallel machine learning Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein arXiv preprint arXiv:1408.2041, 2014	971	2014
Continuously adaptive continuous queries over streams S Madden, M Shah, JM Hellerstein, V Raman Proceedings of the 2002 ACM SIGMOD international conference on Management of …, 2002	911	2002
Generalized search trees for database systems JM Hellerstein, JF Naughton, A Pfeffer September, 1995	792	1995
Potter's wheel: An interactive data cleaning system V Raman, JM Hellerstein VLDB 1, 381-390, 2001	776	2001
Querying the Internet with PIER R Huebsch, JM Hellerstein, N Lanham, BT Loo, S Shenker, I Stoica Proceedings 2003 VLDB Conference, 321-332, 2003	757	2003
MAD skills: new analysis practices for big data J Cohen, B Dolan, M Dunlap, JM Hellerstein, C Welton Proceedings of the VLDB Endowment 2 (2), 1481-1492, 2009	700	2009
Wrangler: Interactive visual specification of data transformation scripts S Kandel, A Paepcke, J Hellerstein, J Heer Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2011	686	2011
Approximate data collection in sensor networks using probabilistic models D Chu, A Deshpande, JM Hellerstein, W Hong 22nd International Conference on Data Engineering (ICDE'06), 48-48, 2006	637	2006
Ripple joins for online aggregation PJ Haas, JM Hellerstein ACM SIGMOD Record 28 (2), 287-298, 1999	552	1999
Complex queries in DHT-based peer-to-peer networks M Harren, JM Hellerstein, R Huebsch, BT Loo, S Shenker, I Stoica International Workshop on Peer-to-Peer Systems, 242-250, 2002	525	2002

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