Joseph Hellerstein
Joseph Hellerstein
Professor of Computer Science, UC Berkeley
Verified email at berkeley.edu - Homepage
TitleCited byYear
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
40252002
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
24532005
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
20552003
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
17902012
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
14182004
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
13062003
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
11741999
Online aggregation
JM Hellerstein, PJ Haas, HJ Wang
Proceedings of the 1997 ACM SIGMOD international conference on Management of …, 1997
11631997
Eddies: Continuously adaptive query processing
R Avnur, JM Hellerstein
Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000
11572000
MapReduce online.
T Condie, N Conway, P Alvaro, JM Hellerstein, K Elmeleegy, R Sears
Nsdi 10 (4), 20, 2010
10242010
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
8682002
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
7962014
Generalized search trees for database systems
JM Hellerstein, JF Naughton, A Pfeffer
September, 1995
7491995
Querying the Internet with PIER
R Huebsch, JM Hellerstein, N Lanham, BT Loo, S Shenker, I Stoica
Proceedings 2003 VLDB Conference, 321-332, 2003
7232003
Potter's wheel: An interactive data cleaning system
V Raman, JM Hellerstein
VLDB 1, 381-390, 2001
6612001
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
6142009
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
5732006
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
5032002
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
4942011
Ripple joins for online aggregation
PJ Haas, JM Hellerstein
ACM SIGMOD Record 28 (2), 287-298, 1999
4821999
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