Joseph M. Hellerstein
1992–2026 年に発表
- 別表記
- Joseph M Hellerstein
- 298
- 論文数
- 34,277
- 被引用数
- 88
- h 指数
- 194
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science88.8%
- Decision Sciences4.2%
- Engineering2.8%
- Physics and Astronomy0.8%
- Business, Management and Accounting0.8%
- Social Sciences0.6%
- その他2%
トピック
- 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%
- その他65.6%
共著者
- Ion Stoica38
- Michael J. Franklin31
- Samuel Madden23
- Peter Alvaro20
- Peter Bailis18
- Neil Conway17
- Michael Stonebraker15
- Wei Hong15
- Chenggang Wu13
- Joseph E. Gonzalez13
- Ali Ghodsi12
- Boon Thau Loo12
- Minos N. Garofalakis12
- Scott Shenker12
- Vijayshankar Raman12
- Amol Deshpande11
- Mehul A. Shah11
- Tyson Condie11
- Vikram Sreekanti11
- David Chu10
- Jeffrey Heer10
- Michael J. Whittaker10
- Natacha Crooks10
- Raghu Ramakrishnan10
全論文
- Wrangler: interactive visual specification of data transformation scripts
著者: Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - SIGCHI Conference on Human Factors in Computing Systems 2011 被引用: 578
- Distributed GraphLab: A Framework for Machine Learning in the Cloud
著者: Yucheng Low, Danny Bickson, Joseph E. Gonzalez, Carlos Guestrin, Aapo Kyrola, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2012 被引用: 1,673
- Cloudburst
著者: 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 被引用: 215
- Enterprise Data Analysis and Visualization: An Interview Study
著者: Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 1999 被引用: 440
- High Performance Transactions via Early Write Visibility
著者: Jose M. Faleiro, Daniel Abadi, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2017 被引用: 126
- The MADlib Analytics Library or MAD Skills, the SQL
著者: 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 被引用: 369
- B2: Bridging Code and Interactive Visualization in Computational Notebooks
著者: Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan - Symposium on User Interface Software and Technology, UIST 2020 被引用: 71
- Highly Available Transactions: Virtues and Limitations
著者: Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2013 被引用: 202
- Selectivity Estimation with Deep Likelihood Models
著者: 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 被引用: 199
- Serverless Computing: One Step Forward, Two Steps Back
著者: Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu - CIDR 2019 被引用: 177
- Operationalizing Machine Learning: An Interview Study
著者: Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran - arXiv (Cornell University), CoRR 2022 被引用: 40
- Proactive wrangling: mixed-initiative end-user programming of data transformation scripts
著者: Philip J. Guo, Sean Kandel, Joseph M. Hellerstein, Jeffrey Heer - symposium on User interface software and technology, UIST 2011 被引用: 109
- Dedalus: Datalog in Time and Space
著者: Peter Alvaro, William R. Marczak, Neil Conway, Joseph M. Hellerstein, David Maier, Russell Sears - Lecture notes in computer science, Datalog 2009 被引用: 130
- Learning to Optimize Join Queries With Deep Reinforcement Learning
著者: Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica - arXiv (Cornell University), CoRR 2018 被引用: 112
- Lineage-driven Fault Injection
著者: Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein - SIGMOD International Conference on Management of Data, SIGMOD Conference 2015 被引用: 75
- Profiler: integrated statistical analysis and visualization for data quality assessment
著者: Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer - Working Conference on Advanced Visual Interfaces, AVI 2012 被引用: 222
- Coordination Avoidance in Database Systems
著者: Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2014 被引用: 189
- Architecture of a Database System
著者: Joseph M. Hellerstein, Michael Stonebraker, James R. Hamilton - Foundations and Trends in Databases, Found. Trends Databases 2007 被引用: 242
- "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning
著者: Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran - on Human-Computer Interaction, Proc. ACM Hum. Comput. Interact. 2024 被引用: 18
- Autoscaling Tiered Cloud Storage in Anna
著者: Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein - VLDB Endowment, Proc. VLDB Endow. 2019 被引用: 51
- TinyDB: an acquisitional query processing system for sensor networks
著者: Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong - ACM Transactions on Database Systems, ACM Trans. Database Syst. 2005 被引用: 1,905
- Scaling Replicated State Machines with Compartmentalization
著者: 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 被引用: 25
- A Case for Intelligent Disks (IDISKs)
著者: Kimberly Keeton, David A. Patterson, Joseph M. Hellerstein - ACM SIGMOD Record, SIGMOD Rec. 1998 被引用: 324
- The declarative imperative: experiences and conjectures in distributed logic
著者: Joseph M. Hellerstein - ACM SIGMOD Record, SIGMOD Rec. 2010 被引用: 127
