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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
0.87118902
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 0.00076265429
22 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 123 0.00055938421
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 139 0.000408505
95 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 67 0.00034367518
105 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 108 0.00033633007
109 Extensible/Rule Based Query Rewrite Optimization in Starburst 1992 SIGMOD 64 0.00032757423
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 105 0.00032445088
125 Predicate Migration: Optimizing Queries with Expensive Predicates 1993 SIGMOD 72 0.00030462671
135 Ripple Joins for Online Aggregation 1999 SIGMOD 88 0.00029858107
154 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 54 0.00028568843
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 68 0.00025444144
207 Generalized Search Trees for Database Systems (Extended Abstract) 1995 VLDB 50 0.00024976482
343 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 59 0.00020510274
406 Deep Unsupervised Cardinality Estimation 2020 VLDB 104 0.00019050182
511 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 38 0.00017058115
572 Querying the Internet with PIER 2003 VLDB 26 0.00016189878
808 Coordination Avoidance in Database Systems 2015 VLDB 37 0.00013772337
821 Query Execution Techniques for Caching Expensive Methods 1996 SIGMOD 24 0.00013655214
842 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 32 0.00013535734
847 High-Performance Sorting on Networks of Workstations 1997 SIGMOD 9 0.00013517696
850 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 33 0.00013482116
1,000 Declarative Networking: Language, Execution and Optimization 2006 SIGMOD 30 0.00012601156
1,019 Serverless Computing: One Step Forward, Two Steps Back 2019 CIDR 24 0.00012454501
1,032 Cost-Based Optimization for Magic: Algebra and Implementation 1996 SIGMOD 31 0.00012396854
1,072 High Performance Transactions via Early Write Visibility 2017 VLDB 52 0.00012167865
1,194 Highly Available Transactions: Virtues and Limitations 2014 VLDB 31 0.00011581268
1,230 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 18 0.00011419665
1,248 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 28 0.00011347831
1,370 Towards Scalable Dataframe Systems 2020 VLDB 22 0.00010895207
1,442 Cloudburst: Stateful Functions-as-a-Service 2020 VLDB 24 0.00010636513
1,529 On the Analysis of Indexing Schemes 1997 PODS 14 0.00010346523
1,695 Bolt-on Causal Consistency 2013 SIGMOD 22 9.8510025e-05
1,703 Online Dynamic Reordering for Interactive Data Processing 1999 VLDB 16 9.8269486e-05
1,819 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 14 9.5663502e-05
1,872 Predictive Interaction for Data Transformation 2015 CIDR 15 9.4606235e-05
1,881 Ground: A Data Context Service 2017 CIDR 18 9.4372419e-05
1,948 Scalable Atomic Visibility with RAMP Transactions 2014 SIGMOD 17 9.3202419e-05
2,035 Practical Predicate Placement 1994 SIGMOD 13 9.1519324e-05
2,265 Concurrency and Recovery in Generalized Search Trees 1997 SIGMOD 16 8.7267108e-05
2,327 Partial Results for Online Query Processing 2002 SIGMOD 14 8.6271354e-05
2,362 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 15 8.5729053e-05
2,685 Learning and Verifying Quantified Boolean Queries by Example 2013 PODS 13 8.1334309e-05
2,708 Probabilistically Bounded Staleness for Practical Partial Quorums 2012 VLDB 14 8.1033264e-05
2,815 Distributing Queries over Low-Power Wireless Sensor Networks 2002 SIGMOD 4 7.9755556e-05
3,029 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 13 7.7341355e-05
3,142 Evita Raced: Metacompilation for Declarative Networks 2008 VLDB 10 7.595954e-05
3,200 Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity 2015 SIGMOD 13 7.5406953e-05
3,387 Datalog Redux: Experience and Conjecture 2010 PODS 4 7.3503703e-05
3,894 Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism 1992 SIGMOD 11 6.9364082e-05
4,057 The Case for Precision Sharing 2004 VLDB 9 6.8230987e-05
4,143 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 8 6.7783148e-05
4,328 Playful Query Specification with DataPlay 2012 VLDB 7 6.6582731e-05
4,369 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 13 6.6302169e-05
4,397 Transactional Causal Consistency for Serverless Computing 2020 SIGMOD 6 6.6133242e-05
4,901 Scaling Replicated State Machines with Compartmentalization 2021 VLDB 6 6.3620436e-05
4,995 Online Query Processing: A Tutorial 2001 SIGMOD 3 6.320877e-05
5,024 Querying Probabilistic Information Extraction 2010 VLDB 7 6.3081571e-05
5,163 Architectures and Algorithms for Internet-Scale (p2p) Data Management 2004 VLDB 1 6.2437803e-05
5,386 New Directions in Cloud Programming 2021 CIDR 8 6.1521989e-05
5,493 Keep CALM and CRDT On 2023 VLDB 4 6.1066893e-05
5,651 Lineage-driven Fault Injection 2015 SIGMOD 5 6.0495347e-05
6,138 Parallelizing Extensible Query Optimizers 2009 SIGMOD 6 5.8732713e-05
6,158 CONTROL: Continuous Output and Navigation Technology with Refinement On-Line 1998 SIGMOD 1 5.8653927e-05
6,200 Adaptive Query Processing: Why, How, When, What Next 2006 SIGMOD 4 5.8500876e-05
6,273 Enhancing P2P File-Sharing with an Internet-Scale Query Processor 2004 VLDB 4 5.8267773e-05
6,632 Content Integration for E-Business 2001 SIGMOD 2 5.725476e-05
6,638 Data Tweening: Incremental Visualization of Data Transforms 2017 VLDB 7 5.7237652e-05
6,656 Hindsight Logging for Model Training 2021 VLDB 5 5.7174927e-05
7,447 Interactive Checks for Coordination Avoidance 2019 VLDB 3 5.5226092e-05
7,517 Compact Histograms for Hierarchical Identifiers 2006 VLDB 4 5.5025167e-05
7,619 amdb: An Access Method Debugging Tool 1998 SIGMOD 3 5.4813746e-05
8,494 Index Research: Forest or Trees? 2000 SIGMOD 1 5.3298737e-05
9,028 Optimizing the cloud? Don't train models. Build oracles! 2024 CIDR 3 5.2330697e-05
9,526 Optimizing Distributed Protocols with Query Rewrites 2024 SIGMOD 2 5.1667098e-05
9,866 Winds from Seattle: Database Research Directions 2020 VLDB 1 5.1159095e-05
9,897 Sharing Aggregate Computation for Distributed Queries 2007 SIGMOD 1 5.1125291e-05
9,918 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 1 5.1079647e-05
10,002 Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle 2025 CIDR 1 5.0954911e-05
10,127 RALF: Accuracy-Aware Scheduling for Feature Store Maintenance 2024 VLDB 1 5.0736184e-05
12,316 DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms 2017 VLDB 0 4.9769913e-05
12,510 Edelweiss: Automatic Storage Reclamation for Distributed Programming 2014 VLDB 1 4.9769913e-05
12,839 How Best to Build Web-Scale Data Managers? A Panel Discussion 2009 VLDB 0 4.9769913e-05
12,919 Public Health for the Internet (phi): Towards A New Grand Challenge for Information Management 2007 CIDR 0 4.9769913e-05
13,749 Cloud Data Systems: What are the Opportunities for the Database Research Community? 2022 VLDB 0 -
13,884 Data, Technology and the Challenges of Abundance 2015 CIDR 0 -
13,946 PBS at Work: Advancing Data Management with Consistency Metrics 2013 SIGMOD 0 -
13,997 Data in the First Mile 2011 CIDR 0 -
14,067 Data Visualization and Social Data Analysis 2009 VLDB 0 -
14,152 Entirely Declarative Sensor Network Systems 2006 VLDB 0 -
14,207 Querying at Internet Scale 2004 SIGMOD 0 -
14,284 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 16 139 0.33329441
Michael J. Franklin 10 14 0.92479545
Peter D. Bailis 8 133 0.34085096
Samuel R. Madden 7 1 1.4017771
Minos N. Garofalakis 7 76 0.45988143
Vijayshankar Raman 7 203 0.26005049
Joseph Gonzalez 7 573 0.11338384
Boon Thau Loo 6 224 0.24323954
Natacha Crooks 6 467 0.13401925
Vikram Sreekanti 6 1,367 0.055675906
Amol Deshpande 5 103 0.38441023
Mehul Shah 5 405 0.15259929
Ali Ghodsi 5 425 0.14840305
Chenggang Wu 5 1,197 0.062535026
Ryan Huebsch 5 2,207 0.037288246