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, Associate Dean, UPennVerified email at seas.upenn.edu
Peter AlvaroAssociate Professor of Computer Science, UC Santa CruzVerified email at ucsc.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Amol DeshpandeProfessorVerified email at cs.umd.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
Peter J HaasCollege of Information and Computer Sciences, University of Massachusetts AmherstVerified email at cs.umass.edu
Timothy RoscoeProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Jeffrey HeerUniversity of WashingtonVerified email at cs.washington.edu
Sean KandelFounder and CTO, TrifactaVerified email at cs.stanford.edu
Chenggang WuUC BerkeleyVerified email at berkeley.edu
David ChuGoogle, University of Illinois Urbana-ChampaignVerified email at google.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 5th Symposium on Operating Systems Design and Implementation (OSDI 02), 2002	4362	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	2704	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	2276	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	2240	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	1546	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	1378	2003
Online aggregation JM Hellerstein, PJ Haas, HJ Wang Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997	1290	1997
Eddies: Continuously adaptive query processing R Avnur, JM Hellerstein Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000	1271	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	1221	1999
MapReduce online. T Condie, N Conway, P Alvaro, JM Hellerstein, K Elmeleegy, R Sears Nsdi 10 (4), 20, 2010	1216	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	981	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	922	2002
Generalized search trees for database systems JF Naughton, A Pfeffer Readings in database systems, 467, 2005	803	2005
Potter's wheel: An interactive data cleaning system V Raman, JM Hellerstein VLDB 1, 381-390, 2001	794	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	756	2003
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	723	2011
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	706	2009
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	638	2006
Ripple joins for online aggregation PJ Haas, JM Hellerstein ACM SIGMOD Record 28 (2), 287-298, 1999	546	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	524	2002

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