| 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 | 4512 | 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 | 2798 | 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 | 2582 | 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 | 2300 | 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 | 1629 | 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 | 1436 | 2010 |
| Online aggregation JM Hellerstein, PJ Haas, HJ Wang Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997 | 1433 | 1997 |
| 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 | 1423 | 2003 |
| Eddies: Continuously adaptive query processing R Avnur, JM Hellerstein Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000 | 1396 | 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 | 1243 | 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 | 1153 | 2014 |
| 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 | 1015 | 2011 |
| 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 | 967 | 2002 |
| Potter's wheel: An interactive data cleaning system V Raman, JM Hellerstein VLDB 1, 381-390, 2001 | 931 | 2001 |
| Generalized search trees for database systems JM Hellerstein, JF Naughton, A Pfeffer September, 1995 | 872 | 1995 |
| 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 | 783 | 2009 |
| Querying the Internet with PIER R Huebsch, JM Hellerstein, N Lanham, BT Loo, S Shenker, I Stoica Proceedings 2003 VLDB Conference, 321-332, 2003 | 782 | 2003 |
| 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 | 685 | 2012 |
| 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 | 674 | 2006 |
| 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 | 644 | 2018 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
