Joseph Hellerstein

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Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
Samuel MaddenMITVerified email at csail.mit.edu
Michael FranklinUniversity of ChicagoVerified email at uchicago.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Boon Thau LooRCA Professor of Computer and Information Science, Senior Associate Dean, UPennVerified 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 DeshpandeUniversity of MarylandVerified 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
Minos GarofalakisDirector, IMSI, Athena RC; Professor, ECE, TU Crete; Senior Research Consultant, Huawei ISR/ERC.Verified email at athenarc.gr
Peter BailisGoogleVerified email at google.com
Petros ManiatisStaff Research Scientist, GoogleVerified email at google.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
Chenggang WuUC BerkeleyVerified email at berkeley.edu
Jeffrey HeerUniversity of WashingtonVerified email at cs.washington.edu
David ChuNVIDIAVerified email at nvidia.com
Vikram SreekantiUC BerkeleyVerified email at berkeley.edu

Joseph Hellerstein

Jim Gray Professor of the Graduate School, 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	4484	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	2779	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	2518	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	2351	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	1611	2004
Online aggregation and continuous query support in mapreduce T Condie, N Conway, P Alvaro, JM Hellerstein, J Gerth, J Talbot, ... Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010	1429	2010
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	1403	2003
Online aggregation JM Hellerstein, PJ Haas, HJ Wang Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997	1386	1997
Eddies: Continuously adaptive query processing R Avnur, JM Hellerstein Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000	1372	2000
Blobworld: A system for region-based image indexing and retrieval C Carson, M Thomas, S Belongie, JM Hellerstein, J Malik Visual Information and Information Systems: Third International Conference …, 1999	1242	1999
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	1127	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	953	2002
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	933	2011
Potter's wheel: An interactive data cleaning system V Raman, JM Hellerstein VLDB 1, 381-390, 2001	898	2001
Generalized search trees for database systems JM Hellerstein, JF Naughton, A Pfeffer September, 1995	854	1995
Querying the Internet with PIER R Huebsch, JM Hellerstein, N Lanham, BT Loo, S Shenker, I Stoica Proceedings 2003 VLDB Conference, 321-332, 2003	784	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	767	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	663	2006
Enterprise data analysis and visualization: An interview study S Kandel, A Paepcke, JM Hellerstein, J Heer IEEE transactions on visualization and computer graphics 18 (12), 2917-2926, 2012	629	2012
Ripple joins for online aggregation PJ Haas, JM Hellerstein ACM SIGMOD Record 28 (2), 287-298, 1999	588	1999

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