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Joseph M. Hellerstein

Active 1992–2026

Also published as
Joseph M Hellerstein
298
Papers
34,277
Citations
88
h-index
194
i10-index

Citations

Citations per year for Joseph M. Hellerstein1886: 1 citations1960: 1 citations1976: 5 citations1983: 1 citations1990: 6 citations1991: 1 citations1992: 3 citations1993: 19 citations1994: 26 citations1995: 52 citations1996: 62 citations1997: 54 citations1998: 124 citations1999: 219 citations2000: 248 citations2001: 253 citations2002: 415 citations2003: 645 citations2004: 875 citations2005: 1,076 citations2006: 1,273 citations2007: 1,413 citations2008: 1,347 citations2009: 1,436 citations2010: 1,242 citations2011: 1,114 citations2012: 1,214 citations2013: 1,202 citations2014: 1,243 citations2015: 1,361 citations2016: 1,254 citations2017: 1,138 citations2018: 1,169 citations2019: 1,078 citations2020: 916 citations2021: 904 citations2022: 571 citations2023: 582 citations2024: 509 citations2025: 464 citations2026: 161 citations1887–1959: no citations, so these years are not shown1961–1975: no citations, so these years are not shown1977–1982: no citations, so these years are not shown1984–1989: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 7,619 citing papers, 34.7% of this breakdownChina: 2,267 citing papers, 10.3% of this breakdownGermany: 1,335 citing papers, 6.1% of this breakdownUnited Kingdom: 1,021 citing papers, 4.7% of this breakdownCanada: 793 citing papers, 3.6% of this breakdownFrance: 743 citing papers, 3.4% of this breakdownItaly: 690 citing papers, 3.1% of this breakdownAustralia: 531 citing papers, 2.4% of this breakdownSwitzerland: 523 citing papers, 2.4% of this breakdownHong Kong: 514 citing papers, 2.3% of this breakdownSouth Korea: 488 citing papers, 2.2% of this breakdownIndia: 471 citing papers, 2.1% of this breakdown
0%34.7%Other 22.7%

Institutions

Fields

  • Computer Science88.8%
  • Decision Sciences4.2%
  • Engineering2.8%
  • Physics and Astronomy0.8%
  • Business, Management and Accounting0.8%
  • Social Sciences0.6%
  • Other2%

Topics

  • Advanced Database Systems and Queries8.6%
  • Data Management and Algorithms7.5%
  • Energy Efficient Wireless Sensor Networks5.6%
  • Cloud Computing and Resource Management5.5%
  • Distributed systems and fault tolerance3.8%
  • Advanced Data Storage Technologies3.4%
  • Other65.6%

Coauthors

All papers

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  1. Wrangler: interactive visual specification of data transformation scripts

    Authors: Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - SIGCHI Conference on Human Factors in Computing Systems 2011 cited by 578

  2. Distributed GraphLab: A Framework for Machine Learning in the Cloud

    Authors: Yucheng Low, Danny Bickson, Joseph E. Gonzalez, Carlos Guestrin, Aapo Kyrola, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2012 cited by 1,673

  3. Cloudburst

    Authors: Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Joseph E. Gonzalez, Joseph M. Hellerstein, Alexey Tumanov - VLDB Endowment, Proceedings of the VLDB Endowment 2020 cited by 215

  4. Enterprise Data Analysis and Visualization: An Interview Study

    Authors: Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 1999 cited by 440

  5. High Performance Transactions via Early Write Visibility

    Authors: Jose M. Faleiro, Daniel Abadi, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2017 cited by 126

  6. The MADlib Analytics Library or MAD Skills, the SQL

    Authors: Joseph M. Hellerstein, Christoper Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar - VLDB Endowment, Proc. VLDB Endow. 2012 cited by 369

  7. B2: Bridging Code and Interactive Visualization in Computational Notebooks

    Authors: Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan - Symposium on User Interface Software and Technology, UIST 2020 cited by 71

  8. Highly Available Transactions: Virtues and Limitations

    Authors: Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2013 cited by 202

  9. Selectivity Estimation with Deep Likelihood Models

    Authors: Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2019 cited by 199

  10. Serverless Computing: One Step Forward, Two Steps Back

    Authors: Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu - CIDR 2019 cited by 177

  11. Operationalizing Machine Learning: An Interview Study

    Authors: Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran - arXiv (Cornell University), CoRR 2022 cited by 40

  12. Proactive wrangling: mixed-initiative end-user programming of data transformation scripts

    Authors: Philip J. Guo, Sean Kandel, Joseph M. Hellerstein, Jeffrey Heer - symposium on User interface software and technology, UIST 2011 cited by 109

  13. Dedalus: Datalog in Time and Space

    Authors: Peter Alvaro, William R. Marczak, Neil Conway, Joseph M. Hellerstein, David Maier, Russell Sears - Lecture notes in computer science, Datalog 2009 cited by 130

  14. Learning to Optimize Join Queries With Deep Reinforcement Learning

    Authors: Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica - arXiv (Cornell University), CoRR 2018 cited by 112

  15. Lineage-driven Fault Injection

    Authors: Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein - SIGMOD International Conference on Management of Data, SIGMOD Conference 2015 cited by 75

  16. Profiler: integrated statistical analysis and visualization for data quality assessment

    Authors: Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - Working Conference on Advanced Visual Interfaces, AVI 2012 cited by 222

  17. Coordination Avoidance in Database Systems

    Authors: Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2014 cited by 189

  18. Architecture of a Database System

    Authors: Joseph M. Hellerstein, Michael Stonebraker, James R. Hamilton - Foundations and Trends in Databases, Found. Trends Databases 2007 cited by 242

  19. "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning

    Authors: Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran - on Human-Computer Interaction, Proc. ACM Hum. Comput. Interact. 2024 cited by 18

  20. Autoscaling Tiered Cloud Storage in Anna

    Authors: Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2019 cited by 51

  21. TinyDB: an acquisitional query processing system for sensor networks

    Authors: Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong - ACM Transactions on Database Systems, ACM Trans. Database Syst. 2005 cited by 1,905

  22. Scaling Replicated State Machines with Compartmentalization

    Authors: Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres - VLDB Endowment, Proc. VLDB Endow. 2021 cited by 25

  23. A Case for Intelligent Disks (IDISKs)

    Authors: Kimberly Keeton, David A. Patterson, Joseph M. Hellerstein - ACM SIGMOD Record, SIGMOD Rec. 1998 cited by 324

  24. The declarative imperative: experiences and conjectures in distributed logic

    Authors: Joseph M. Hellerstein - ACM SIGMOD Record, SIGMOD Rec. 2010 cited by 127