| 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 | 4238 | 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 | 2795 | 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 | 2483 | 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 | 2241 | 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 | 1606 | 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 | 1430 | 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 | 1402 | 2003 |
| Online aggregation JM Hellerstein, PJ Haas, HJ Wang Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997 | 1373 | 1997 |
| Eddies: Continuously adaptive query processing R Avnur, JM Hellerstein Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000 | 1351 | 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 | 1258 | 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 | 1100 | 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 | 954 | 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 | 884 | 2011 |
| Potter's wheel: An interactive data cleaning system V Raman, JM Hellerstein VLDB 1, 381-390, 2001 | 877 | 2001 |
| Generalized search trees for database systems JM Hellerstein, JF Naughton, A Pfeffer September, 1995 | 839 | 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 | 777 | 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 | 757 | 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 | 665 | 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 | 585 | 2012 |
| Ripple joins for online aggregation PJ Haas, JM Hellerstein ACM SIGMOD Record 28 (2), 287-298, 1999 | 581 | 1999 |
| Complex queries in DHT-based peer-to-peer networks M Harren, JM Hellerstein, R Huebsch, BT Loo, S Shenker, I Stoica Peer-to-Peer Systems: First InternationalWorkshop, IPTPS 2002 Cambridge, MA …, 2002 | 543 | 2002 |
| The MADlib analytics library or MAD skills, the SQL J Hellerstein, C Ré, F Schoppmann, DZ Wang, E Fratkin, A Gorajek, ... arXiv preprint arXiv:1208.4165, 2012 | 532 | 2012 |
| Implementing declarative overlays BT Loo, T Condie, JM Hellerstein, P Maniatis, T Roscoe, I Stoica Proceedings of the twentieth ACM symposium on Operating systems principles …, 2005 | 520 | 2005 |
| Extensible/rule based query rewrite optimization in Starburst H Pirahesh, JM Hellerstein, W Hasan ACM Sigmod Record 21 (2), 39-48, 1992 | 504 | 1992 |
| Serverless computing: One step forward, two steps back JM Hellerstein, J Faleiro, JE Gonzalez, J Schleier-Smith, V Sreekanti, ... arXiv preprint arXiv:1812.03651, 2018 | 473 | 2018 |
| A case for intelligent disks (IDISKs) K Keeton, DA Patterson, JM Hellerstein Acm Sigmod Record 27 (3), 42-52, 1998 | 464 | 1998 |
| Graphlab: A new parallel framework for machine learning Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein Conference on uncertainty in artificial intelligence (UAI) 20, 2010 | 453 | 2010 |
| On the feasibility of peer-to-peer web indexing and search J Li, BT Loo, JM Hellerstein, MF Kaashoek, DR Karger, R Morris International Workshop on Peer-to-Peer Systems, 207-215, 2003 | 444 | 2003 |
| Flux: An adaptive partitioning operator for continuous query systems MA Shah, JM Hellerstein, S Chandrasekaran, MJ Franklin Proceedings 19th International Conference on Data Engineering (Cat. No …, 2003 | 436 | 2003 |
| Predicate migration: Optimizing queries with expensive predicates JM Hellerstein, M Stonebraker Proceedings of the 1993 ACM SIGMOD international conference on Management of …, 1993 | 432 | 1993 |
| Quantitative data cleaning for large databases JM Hellerstein United Nations Economic Commission for Europe (UNECE) 25, 1-42, 2008 | 408 | 2008 |
| Declarative routing: extensible routing with declarative queries BT Loo, JM Hellerstein, I Stoica, R Ramakrishnan ACM SIGCOMM Computer Communication Review 35 (4), 289-300, 2005 | 401 | 2005 |
| The New Jersey data reduction report D Barbara, W DuMouchel, C Faloutsos, PJ Haas, JM Hellerstein, ... IEEE Data Eng. Bull. 20 (4), 3-45, 1997 | 379 | 1997 |
| Architecture of a database system JM Hellerstein, M Stonebraker, J Hamilton Foundations and Trends® in Databases 1 (2), 141-259, 2007 | 367 | 2007 |
| Declarative networking: language, execution and optimization BT Loo, T Condie, M Garofalakis, DE Gay, JM Hellerstein, P Maniatis, ... Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006 | 367 | 2006 |
| Beyond average: Toward sophisticated sensing with queries JM Hellerstein, W Hong, S Madden, K Stanek Information Processing in Sensor Networks, 63-79, 2003 | 365 | 2003 |
| Scalable, distributed data structures for internet service construction SD Gribble, EA Brewer, JM Hellerstein Fourth Symposium on Operating Systems Design and Implementation (OSDI 2000), 2000 | 352 | 2000 |
| Adaptive query processing: Technology in evolution JM Hellerstein, MJ Franklin, S Chandrasekaran, A Deshpande, K Hildrum, ... IEEE Data Eng. Bull. 23 (2), 7-18, 2000 | 330 | 2000 |
| Profiler: Integrated statistical analysis and visualization for data quality assessment S Kandel, R Parikh, A Paepcke, JM Hellerstein, J Heer Proceedings of the International Working Conference on Advanced Visual …, 2012 | 316 | 2012 |
| Behavior of database production rules: Termination, confluence, and observable determinism A Aiken, J Widom, JM Hellerstein Proceedings of the 1992 ACM SIGMOD international conference on Management of …, 1992 | 312 | 1992 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
