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
39092002
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
25312005
Telegraphcq: Continuous dataflow processing for an Uncertain world.
S Chandrasekaran, O Cooper, A Deshpande, MJ Franklin, JM Hellerstein, ...
Cidr 2, 4, 2003
19342003
Distributed GraphLab: a framework for machine learning and data mining in the cloud
Y Low, D Bickson, J Gonzalez, C Guestrin, A Kyrola, JM Hellerstein
Proceedings of the VLDB Endowment 5 (8), 716-727, 2012
16722012
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
14012004
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
12892003
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
11631999
Eddies: Continuously adaptive query processing
R Avnur, JM Hellerstein
ACM sigmod record 29 (2), 261-272, 2000
11262000
Online aggregation
JM Hellerstein, PJ Haas, HJ Wang
Acm Sigmod Record 26 (2), 171-182, 1997
11051997
MapReduce online.
T Condie, N Conway, P Alvaro, JM Hellerstein, K Elmeleegy, R Sears
Nsdi 10 (4), 20, 2010
9752010
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
8512002
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
7592014
Querying the Internet with PIER
R Huebsch, JM Hellerstein, N Lanham, BT Loo, S Shenker, I Stoica
Proceedings of the 29th International Conference on Very large data bases …, 2003
7102003
Generalized search trees for database systems
JM Hellerstein, JF Naughton, A Pfeffer
September, 1995
7011995
Potter's wheel: An interactive data cleaning system
V Raman, JM Hellerstein
VLDB 1, 381-390, 2001
6342001
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
5742009
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
5672006
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
4922002
Implementing declarative overlays
BT Loo, T Condie, JM Hellerstein, P Maniatis, T Roscoe, I Stoica
ACM SIGOPS Operating Systems Review 39 (5), 75-90, 2005
4782005
Ripple joins for online aggregation
PJ Haas, JM Hellerstein
ACM SIGMOD Record 28 (2), 287-298, 1999
4641999
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