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Joseph M. Hellerstein

Author ID
o0000-0002-7712-4306
ORCID
0000-0002-7712-4306
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
University of California Berkeley
Pagerank
0.87011548
Overall Rank
18 | 99.92%
Paper Count
91

Affiliation Timeline

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing all 91 publications. Total citations include self and non-self citations.

Rank Title Year Venue Total Citations Pagerank
9 Online Aggregation 1997 SIGMOD 210 0.00076079812
22 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 124 0.00056028465
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 139 0.00040739114
95 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 67 0.00034319763
105 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 108 0.00033605348
109 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 64 0.00032702871
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 105 0.00032341214
125 Predicate Migration: Optimizing Queries with Expensive Predicates 1993 SIGMOD 72 0.00030398363
135 Ripple Joins for Online Aggregation 1999 SIGMOD 88 0.00029805026
154 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 54 0.00028524078
201 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 68 0.00025363666
210 Generalized Search Trees for Database Systems (Extended Abstract) 1995 VLDB 50 0.00024910589
343 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 59 0.00020486383
405 Deep Unsupervised Cardinality Estimation 2020 VLDB 104 0.00019020138
514 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 38 0.00017005839
575 Querying the Internet with PIER 2003 VLDB 26 0.0001613973
807 Coordination Avoidance in Database Systems 2015 VLDB 37 0.00013734149
822 Query Execution Techniques for Caching Expensive Methods 1996 SIGMOD 24 0.00013616674
845 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 32 0.00013493631
847 High-Performance Sorting on Networks of Workstations 1997 SIGMOD 9 0.00013480441
852 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 33 0.00013447072
1,002 Declarative Networking: Language, Execution and Optimization 2006 SIGMOD 30 0.00012560011
1,019 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR 24 0.0001243645
1,032 Cost-Based Optimization for Magic: Algebra and Implementation 1996 SIGMOD 31 0.00012376627
1,051 High Performance Transactions via Early Write Visibility 2017 VLDB 53 0.00012262974
1,192 Highly Available Transactions: Virtues and Limitations 2014 VLDB 31 0.00011555425
1,236 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 18 0.00011382214
1,255 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 28 0.00011313104
1,374 Towards Scalable Dataframe Systems 2020 VLDB 22 0.00010862447
1,448 Cloudburst: Stateful Functions-as-a-Service 2020 VLDB 24 0.00010601724
1,527 On the Analysis of Indexing Schemes 1997 PODS 14 0.00010326893
1,701 Bolt-on Causal Consistency 2013 SIGMOD 22 9.8192785e-05
1,713 Online Dynamic Reordering for Interactive Data Processing 1999 VLDB 16 9.7948649e-05
1,830 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 14 9.5381828e-05
1,875 Predictive Interaction for Data Transformation 2015 CIDR 15 9.4433754e-05
1,878 Ground: A Data Context Service 2017 CIDR 18 9.431234e-05
1,952 Scalable Atomic Visibility with RAMP Transactions 2014 SIGMOD 17 9.2989778e-05
2,033 Practical Predicate Placement 1994 SIGMOD 13 9.1389597e-05
2,279 Concurrency and Recovery in Generalized Search Trees 1997 SIGMOD 16 8.6989205e-05
2,340 Partial Results for Online Query Processing 2002 SIGMOD 14 8.598874e-05
2,372 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 15 8.5454388e-05
2,695 Learning and Verifying Quantified Boolean Queries by Example 2013 PODS 13 8.1072676e-05
2,721 Probabilistically Bounded Staleness for Practical Partial Quorums 2012 VLDB 14 8.0777028e-05
2,826 Distributing Queries over Low-Power Wireless Sensor Networks 2002 SIGMOD 4 7.949715e-05
3,037 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 13 7.7086155e-05
3,153 Evita Raced: Metacompilation for Declarative Networks 2008 VLDB 10 7.5712705e-05
3,208 Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity 2015 SIGMOD 13 7.5187209e-05
3,399 Datalog Redux: Experience and Conjecture 2010 PODS 4 7.3264714e-05
3,908 Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism 1992 SIGMOD 11 6.913498e-05
4,082 The Case for Precision Sharing 2004 VLDB 9 6.8010384e-05
4,162 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 8 6.7567031e-05
4,349 Playful Query Specification with DataPlay 2012 VLDB 7 6.6364077e-05
4,394 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 13 6.6084598e-05
4,417 Transactional Causal Consistency for Serverless Computing 2020 SIGMOD 6 6.591509e-05
4,926 Scaling Replicated State Machines with Compartmentalization 2021 VLDB 6 6.3410068e-05
5,016 Online Query Processing: A Tutorial 2001 SIGMOD 3 6.3011207e-05
5,047 Querying Probabilistic Information Extraction 2010 VLDB 7 6.2882302e-05
5,184 Architectures and Algorithms for Internet-Scale (p2p) Data Management 2004 VLDB 1 6.2235544e-05
5,400 New Directions in Cloud Programming 2021 CIDR 8 6.1336615e-05
5,515 Keep CALM and CRDT On 2023 VLDB 4 6.0864968e-05
5,662 Lineage-driven Fault Injection 2015 SIGMOD 5 6.0298936e-05
6,154 Parallelizing Extensible Query Optimizers 2009 SIGMOD 6 5.8543039e-05
6,172 CONTROL: Continuous Output and Navigation Technology with Refinement On-Line 1998 SIGMOD 1 5.846317e-05
6,214 Adaptive Query Processing: Why, How, When, What Next 2006 SIGMOD 4 5.8311761e-05
6,284 Enhancing P2P File-Sharing with an Internet-Scale Query Processor 2004 VLDB 4 5.8075244e-05
6,642 Content Integration for E-Business 2001 SIGMOD 2 5.7068892e-05
6,648 Data Tweening: Incremental Visualization of Data Transforms 2017 VLDB 7 5.7049236e-05
6,667 Hindsight Logging for Model Training 2021 VLDB 5 5.6985871e-05
7,467 Interactive Checks for Coordination Avoidance 2019 VLDB 3 5.5043482e-05
7,536 Compact Histograms for Hierarchical Identifiers 2006 VLDB 4 5.4844135e-05
7,634 amdb: An Access Method Debugging Tool 1998 SIGMOD 3 5.4634226e-05
8,509 Index Research: Forest or Trees? 2000 SIGMOD 1 5.3123447e-05
9,041 Optimizing the cloud? Don't train models. Build oracles! 2024 CIDR 3 5.2183053e-05
9,553 Optimizing Distributed Protocols with Query Rewrites 2024 SIGMOD 2 5.1496254e-05
9,901 Winds from Seattle: Database Research Directions 2020 VLDB 1 5.0989931e-05
9,931 Sharing Aggregate Computation for Distributed Queries 2007 SIGMOD 1 5.0956239e-05
9,953 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 1 5.0910746e-05
10,037 Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle 2025 CIDR 1 5.0786422e-05
10,164 RALF: Accuracy-Aware Scheduling for Feature Store Maintenance 2024 VLDB 1 5.0570156e-05
12,359 DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms 2017 VLDB 0 4.9605343e-05
12,553 Edelweiss: Automatic Storage Reclamation for Distributed Programming 2014 VLDB 1 4.9605343e-05
12,882 How Best to Build Web-Scale Data Managers? A Panel Discussion 2009 VLDB 0 4.9605343e-05
12,961 Public Health for the Internet (phi): Towards A New Grand Challenge for Information Management 2007 CIDR 0 4.9605343e-05
13,789 Cloud Data Systems: What are the Opportunities for the Database Research Community? 2022 VLDB 0 -
13,924 Data, Technology and the Challenges of Abundance 2015 CIDR 0 -
13,986 PBS at Work: Advancing Data Management with Consistency Metrics 2013 SIGMOD 0 -
14,037 Data in the First Mile 2011 CIDR 0 -
14,107 Data Visualization and Social Data Analysis 2009 VLDB 0 -
14,192 Entirely Declarative Sensor Network Systems 2006 VLDB 0 -
14,247 Querying at Internet Scale 2004 SIGMOD 0 -
14,324 Data Streams: Fresh Current or Stagnant Backwater? (Panel) 2002 SIGMOD 0 -

Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Ion Stoica 16 140 0.33287605
Michael J. Franklin 10 14 0.92368514
Peter D. Bailis 8 133 0.34045697
Samuel R. Madden 7 1 1.4011682
Minos N. Garofalakis 7 76 0.45926298
Vijayshankar Raman 7 204 0.25975872
Joseph Gonzalez 7 574 0.11328925
Boon Thau Loo 6 226 0.2428532
Natacha Crooks 6 469 0.13380864
Vikram Sreekanti 6 1,375 0.055607387
Amol Deshpande 5 106 0.38383516
Mehul Shah 5 405 0.15251053
Ali Ghodsi 5 425 0.14825922
Chenggang Wu 5 1,204 0.062462549
Ryan Huebsch 5 2,216 0.037229661