Joseph M. Hellerstein

322 papers A* 49A 19B 5C 2Misc 4Journal 155Unranked 77
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Complexity of Determinations.
CoRR
Joseph M. Hellerstein
2026 J jnl
The Coordination Criterion.
CoRR
Joseph M. Hellerstein
2025 — ed.
Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025
SIGMOD Conference Companion
Volker Markl, Joseph M. Hellerstein, Azza Abouzied
2025 J jnl
Flo: A Semantic Foundation for Progressive Stream Processing.
Proc. ACM Program. Lang.
Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein, Mae Milano
2025 A conf
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle.
CIDR
Rolando Garcia, Chithra Anand, Sarah E. Chasins, Joseph M. Hellerstein, Aditya G. Parameswaran
2025 J jnl
PACMMOD V3, N1 (SIGMOD), February 2025: Editorial.
Proc. ACM Manag. Data
Azza Abouzied, Joseph M. Hellerstein, Divyakant Agrawal
2025 J jnl
PACMMOD V3, N3 (SIGMOD), June 2025: Editorial.
Proc. ACM Manag. Data
Azza Abouzied, Joseph M. Hellerstein, Divyakant Agrawal
2025 A* conf
Steering Semantic Data Processing With DocWrangler.
UIST
Shreya Shankar, Bhavya Chopra, Mawil Hasan, Stephen Lee, Bjoern Hartmann, Joseph M. Hellerstein, Aditya G. Parameswaran, Eugene Wu
2025 J jnl
Steering Semantic Data Processing With DocWrangler.
CoRR
Shreya Shankar, Bhavya Chopra, Mawil Hasan, Stephen Lee, Björn Hartmann, Joseph M. Hellerstein, Aditya G. Parameswaran, Eugene Wu
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025 J jnl
The Free Termination Property of Queries Over Time.
CoRR
Conor Power, Paraschos Koutris, Joseph M. Hellerstein
2025 A conf
The Free Termination Property of Queries over Time.
ICDT
Conor Power, Paraschos Koutris, Joseph M. Hellerstein
2025 J jnl
Towards Relational Contextual Equality Saturation.
CoRR
Tyler Hou, Shadaj Laddad, Joseph M. Hellerstein
2024 J jnl
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.
CoRR
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
2024 J jnl
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.
Proc. ACM Hum. Comput. Interact.
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
2024 — conf
Bigger, not Badder: Safely Scaling BFT Protocols.
PaPoC@EuroSys
David C. Y. Chu, Chris Liu, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
2024 J jnl
Flo: a Semantic Foundation for Progressive Stream Processing.
CoRR
Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein, Mae Milano
2024 J jnl
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle.
CoRR
Rolando Garcia, Pragya Kallanagoudar, Chithra Anand, Sarah E. Chasins, Joseph M. Hellerstein, Aditya G. Parameswaran
2024 J jnl
Learning to Restructure Tables Automatically.
SIGMOD Rec.
Joseph M. Hellerstein
2024 J jnl
Optimizing Distributed Protocols with Query Rewrites [Technical Report].
CoRR
David Chu, Rithvik Panchapakesan, Shadaj Laddad, Lucky Katahanas, Chris Liu, Kaushik Shivakumar, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
2024 J jnl
Optimizing Distributed Protocols with Query Rewrites.
Proc. ACM Manag. Data
David C. Y. Chu, Rithvik Panchapakesan, Shadaj Laddad, Lucky E. Katahanas, Chris Liu, Kaushik Shivakumar, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
2024 A conf
Optimizing the cloud? Don't train models. Build oracles!
CIDR
Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein
2024 J jnl
PACMMOD V2, N6 (SIGMOD), December 2024: Editorial.
Proc. ACM Manag. Data
Azza Abouzied, Joseph M. Hellerstein, Divyakant Agrawal
2024 J jnl
PACMMOD Volume 2 Issue 4: Editorial.
Proc. ACM Manag. Data
Divyakant Agrawal, Azza Abouzied, Joseph M. Hellerstein
2024 J jnl
SkyPIE: A Fast & Accurate Oracle for Object Placement.
Proc. ACM Manag. Data
Tiemo Bang, Chris Douglas, Natacha Crooks, Joseph M. Hellerstein
2024 J jnl
Suki: Choreographed Distributed Dataflow in Rust.
CoRR
Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein
2024 — conf
Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency.
PaPoC@EuroSys
Conor Power, Saikrishna Achalla, Ryan Cottone, Nathaniel Macasaet, Joseph M. Hellerstein
2023 — conf
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs.
ApPLIED@PODC
Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel
2023 J jnl
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs.
CoRR
Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel
2023 J jnl
Multiversion Hindsight Logging for Continuous Training.
CoRR
Rolando Garcia, Anusha Dandamudi, Gabriel Matute, Lehan Wan, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen
2023 J jnl
Optimizing Stateful Dataflow with Local Rewrites.
CoRR
Shadaj Laddad, Conor Power, Tyler Hou, Alvin Cheung, Joseph M. Hellerstein
2023 J jnl
Optimizing the cloud? Don't train models. Build oracles!
CoRR
Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein
2023 J jnl
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance.
Proc. VLDB Endow.
Sarah Wooders, Xiangxi Mo, Amit Narang, Kevin Lin, Ion Stoica, Joseph M. Hellerstein, Natacha Crooks, Joseph E. Gonzalez
2023 A* conf
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate.
OSDI
Audrey Cheng, David C. Y. Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu
2022 J jnl
Cloud Data Systems: What are the Opportunities for the Database Research Community?
Proc. VLDB Endow.
Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia
2022 J jnl
DIEL: Interactive Visualization Beyond the Here and Now.
IEEE Trans. Vis. Comput. Graph.
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu
2022 J jnl
Katara: synthesizing CRDTs with verified lifting.
Proc. ACM Program. Lang.
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein
2022 J jnl
Keep CALM and CRDT On.
CoRR
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein
2022 J jnl
Keep CALM and CRDT On.
Proc. VLDB Endow.
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein
2022 J jnl
Operationalizing Machine Learning: An Interview Study.
CoRR
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
2022 — conf
Piloting Data Engineering at Berkeley.
DataEd@SIGMOD
Joseph M. Hellerstein, Aditya G. Parameswaran
2022 J jnl
Synthesizing CRDTs from Sequential Data Types with Verified Lifting.
CoRR
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein
2022 J jnl
The Seattle report on database research.
Commun. ACM
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2022 J jnl
The Sky Above The Clouds.
CoRR
Sarah E. Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica
2021 J jnl
Anna: A KVS for Any Scale.
IEEE Trans. Knowl. Data Eng.
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
2021 J jnl
Autoscaling tiered cloud storage in Anna.
VLDB J.
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
2021 J jnl
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time.
CoRR
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
2021 J jnl
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time.
IEEE Data Eng. Bull.
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
2021 J jnl
Interactive checks for coordination avoidance.
VLDB J.
Michael J. Whittaker, Joseph M. Hellerstein
2021 A conf
New Directions in Cloud Programming.
CIDR
Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano
2021 J jnl
New Directions in Cloud Programming.
CoRR
Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano
2021 — conf
Read-Write Quorum Systems Made Practical.
PaPoC@EuroSys
Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica
2021 J jnl
Read-Write Quorum Systems Made Practical.
CoRR
Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica
2021 J jnl
Scaling Replicated State Machines with Compartmentalization.
Proc. VLDB Endow.
Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres
2021 A* conf
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.
USENIX Security Symposium
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
2021 A* conf
Serverless Multi-Query Motion Planning for Fog Robotics.
ICRA
Raghav Anand, Jeffrey Ichnowski, Chenggang Wu, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg
2021 J jnl
SoK: A Generalized Multi-Leader State Machine Replication Tutorial.
J. Syst. Res.
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica
2021 J jnl
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol.
J. Syst. Res.
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica
2020 J jnl
A FaaS File System for Serverless Computing.
CoRR
Johann Schleier-Smith, Leonhard Holz, Nathan Pemberton, Joseph M. Hellerstein
2020 J jnl
A Fault-Tolerance Shim for Serverless Computing.
CoRR
Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
2020 A conf
A fault-tolerance shim for serverless computing.
EuroSys
Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
2020 A* conf
B2: Bridging Code and Interactive Visualization in Computational Notebooks.
UIST
Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan
2020 J jnl
Bipartisan Paxos: A Modular State Machine Replication Protocol.
CoRR
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica
2020 J jnl
Checking Invariant Confluence, In Whole or In Parts.
SIGMOD Rec.
Michael J. Whittaker, Joseph M. Hellerstein
2020 A conf
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms.
EuroS&P
Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song
2020 J jnl
Cloudburst: Stateful Functions-as-a-Service.
CoRR
Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Jose M. Faleiro, Joseph E. Gonzalez, Joseph M. Hellerstein, Alexey Tumanov
2020 J jnl
Cloudburst: Stateful Functions-as-a-Service.
Proc. VLDB Endow.
Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Joseph Gonzalez, Joseph M. Hellerstein, Alexey Tumanov
2020 — conf
Facilitating Exploration with Interaction Snapshots under High Latency.
IEEE VIS (Short Papers)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
2020 J jnl
Hindsight Logging for Model Training.
CoRR
Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph E. Gonzalez, Joseph M. Hellerstein, Koushik Sen
2020 J jnl
Hindsight Logging for Model Training.
Proc. VLDB Endow.
Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen
2020 J jnl
Keeping CALM: when distributed consistency is easy.
Commun. ACM
Joseph M. Hellerstein, Peter Alvaro
2020 J jnl
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report].
CoRR
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica
2020 J jnl
Optimizing Prediction Serving on Low-Latency Serverless Dataflow.
CoRR
Vikram Sreekanti, Harikaran Subbaraj, Chenggang Wu, Joseph E. Gonzalez, Joseph M. Hellerstein
2020 J jnl
Scaling Replicated State Machines with Compartmentalization [Technical Report].
CoRR
Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres
2020 J jnl
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.
CoRR
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
2020 J jnl
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.
IACR Cryptol. ePrint Arch.
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
2020 — conf
Serverless Boom or Bust? An Analysis of Economic Incentives.
HotCloud
Xiayue Charles Lin, Joseph E. Gonzalez, Joseph M. Hellerstein
2020 J jnl
Towards Scalable Dataframe Systems.
CoRR
Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
2020 J jnl
Towards Scalable Dataframe Systems.
Proc. VLDB Endow.
Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
2020 — conf
Transactional Causal Consistency for Serverless Computing.
SIGMOD Conference
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
2020 J jnl
Winds from Seattle: Database Research Directions.
Proc. VLDB Endow.
Peter Bailis, Magda Balazinska, Xin Luna Dong, Juliana Freire, Raghu Ramakrishnan, Michael Stonebraker, Joseph M. Hellerstein
2019 J jnl
Autoscaling Tiered Cloud Storage in Anna.
Proc. VLDB Endow.
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
2019 B conf
CLX: Towards verifiable PBE data transformation.
EDBT
Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar, Joseph M. Hellerstein
2019 J jnl
DIEL: Transparent Scaling for Interactive Visualization.
CoRR
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
2019 — ch.
Data Wrangling.
Encyclopedia of Big Data Technologies
Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel
2019 J jnl
Deep Unsupervised Cardinality Estimation.
Proc. VLDB Endow.
Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica
2019 J jnl
Keeping CALM: When Distributed Consistency is Easy.
CoRR
Joseph M. Hellerstein, Peter Alvaro
2019 J jnl
Looking Back at Postgres.
CoRR
Joseph M. Hellerstein
2019 — ch.
Looking back at Postgres.
Making Databases Work
Joseph M. Hellerstein
2019 J jnl
Programming with Timespans in Interactive Visualizations.
CoRR
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
2019 J jnl
Selectivity Estimation with Deep Likelihood Models.
CoRR
Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica
2019 A conf
Serverless Computing: One Step Forward, Two Steps Back.
CIDR
Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
2019 J jnl
The Seattle Report on Database Research.
SIGMOD Rec.
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2018 A* conf
Anna: A KVS for Any Scale.
ICDE
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
2018 J jnl
Chorus: Differential Privacy via Query Rewriting.
CoRR
Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song
2018 — conf
Debugging Distributed Systems with Why-Across-Time Provenance.
SoCC
Michael J. Whittaker, Cristina Teodoropol, Peter Alvaro, Joseph M. Hellerstein
2018 J jnl
Eliminating Boundaries in Cloud Storage with Anna.
CoRR
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
2018 — ch.
Generalized Search Tree.
Encyclopedia of Database Systems (2nd ed.)
Joseph M. Hellerstein
2018 J jnl
Interactive Checks for Coordination Avoidance.
Proc. VLDB Endow.
Michael J. Whittaker, Joseph M. Hellerstein
2018 J jnl
Learning to Optimize Join Queries With Deep Reinforcement Learning.
CoRR
Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica
2018 J jnl
Making Sense of Asynchrony in Interactive Data Visualizations.
CoRR
Yifan Wu, Larry Xu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
2018 J jnl
Self-Service Data Preparation: Research to Practice.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Jeffrey Heer, Sean Kandel
2018 J jnl
Serverless Computing: One Step Forward, Two Steps Back.
CoRR
Joseph M. Hellerstein, Jose M. Faleiro, Joseph E. Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
2017 J jnl
A Berkeley View of Systems Challenges for AI.
CoRR
Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel
2017 J jnl
Blazes: Coordination Analysis and Placement for Distributed Programs.
ACM Trans. Database Syst.
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2017 J jnl
Data Tweening: Incremental Visualization of Data Transforms.
Proc. VLDB Endow.
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
2017 J jnl
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms.
Proc. VLDB Endow.
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
2017 A conf
Ground: A Data Context Service.
CIDR
Joseph M. Hellerstein, Vikram Sreekanti, Joseph E. Gonzalez, James Dalton, Akon Dey, Sreyashi Nag, Krishna Ramachandran, Sudhanshu Arora, Arka Bhattacharyya, Shirshanka Das, Mark Donsky, Gabriel Fierro, Chang She, Carl Steinbach, Venkat Subramanian, Eric Sun
2017 J jnl
High Performance Transactions via Early Write Visibility.
Proc. VLDB Endow.
Jose M. Faleiro, Daniel Abadi, Joseph M. Hellerstein
2017 — conf
Indy: a software system for the dense cloud.
SoCC
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
2017 — ed.
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017
HILDA@SIGMOD
Carsten Binnig, Joseph M. Hellerstein, Aditya G. Parameswaran
2016 — conf
A DeVIL-ish approach to inconsistency in interactive visualizations.
HILDA@SIGMOD
Yifan Wu, Joseph M. Hellerstein, Eugene Wu
2016 J jnl
Naughton's Wisconsin Bibliography: A Brief Guide.
CoRR
Joseph M. Hellerstein
2016 A* conf
People, Computers, and The Hot Mess of Real Data.
KDD
Joseph M. Hellerstein
2016 J jnl
Putting logic-based distributed systems on stable grounds.
Theory Pract. Log. Program.
Tom J. Ameloot, Jan Van den Bussche, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein
2016 — conf
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing.
SoCC
Johann Schleier-Smith, Erik T. Krogen, Joseph M. Hellerstein
2016 J jnl
Scalable Atomic Visibility with RAMP Transactions.
ACM Trans. Database Syst.
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2016 J jnl
The Beckman report on database research.
Commun. ACM
Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2015 J jnl
Asynchronous Complex Analytics in a Distributed Dataflow Architecture.
CoRR
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
2015 A conf
Data, Technology and the Challenges of Abundance.
CIDR
Joseph M. Hellerstein
2015 — conf
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity.
SIGMOD Conference
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2015 — conf
Lineage-driven Fault Injection.
SIGMOD Conference
Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein
2015 A conf
Predictive Interaction for Data Transformation.
CIDR
Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel
2015 J jnl
Putting Logic-Based Distributed Systems on Stable Grounds.
CoRR
Tom J. Ameloot, Jan Van den Bussche, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein
2015 — book
Readings in Database Systems, 5th Edition.
Peter Bailis, Joseph M. Hellerstein, Michael Stonebraker
2014 A* conf
Blazes: Coordination analysis for distributed programs.
ICDE
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2014 J jnl
Coordination Avoidance in Database Systems.
Proc. VLDB Endow.
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2014 J jnl
Coordination-Avoiding Database Systems.
CoRR
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2014 J jnl
Edelweiss: Automatic Storage Reclamation for Distributed Programming.
Proc. VLDB Endow.
Neil Conway, Peter Alvaro, Emily Andrews, Joseph M. Hellerstein
2014 J jnl
GraphLab: A New Framework For Parallel Machine Learning.
CoRR
Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2014 J jnl
Quantifying eventual consistency with PBS.
Commun. ACM
Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2014 J jnl
Quantifying eventual consistency with PBS.
VLDB J.
Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2014 — conf
Scalable atomic visibility with RAMP transactions.
SIGMOD Conference
Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
2014 J jnl
The Beckman Report on Database Research.
SIGMOD Rec.
Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2013 A* conf
BOOM: Experiences in language and tool design for distributed systems (keynote).
ASE
Joseph M. Hellerstein
2013 J jnl
Blazes: Coordination Analysis for Distributed Programs.
CoRR
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2013 — conf
Bolt-on causal consistency.
SIGMOD Conference
Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013 — conf
Consistency without borders.
SoCC
Peter Alvaro, Peter Bailis, Neil Conway, Joseph M. Hellerstein
2013 A conf
HAT, Not CAP: Towards Highly Available Transactions.
HotOS
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013 J jnl
HAT, not CAP: Highly Available Transactions
CoRR
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013 J jnl
Highly Available Transactions: Virtues and Limitations.
Proc. VLDB Endow.
Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013 J jnl
Learning and Verifying Quantified Boolean Queries by Example
CoRR
Azza Abouzied, Dana Angluin, Christos H. Papadimitriou, Joseph M. Hellerstein, Avi Silberschatz
2013 A* conf
Learning and verifying quantified boolean queries by example.
PODS
Azza Abouzied, Dana Angluin, Christos H. Papadimitriou, Joseph M. Hellerstein, Avi Silberschatz
2013 — conf
PBS at work: advancing data management with consistency metrics.
SIGMOD Conference
Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012 — conf
BloomUnit: declarative testing for distributed programs.
DBTest
Peter Alvaro, Andrew Hutchinson, Neil Conway, William R. Marczak, Joseph M. Hellerstein
2012 — conf
Confluence Analysis for Distributed Programs: A Model-Theoretic Approach.
Datalog
William R. Marczak, Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2012 A* conf
DataPlay: interactive tweaking and example-driven correction of graphical database queries.
UIST
Azza Abouzied, Joseph M. Hellerstein, Avi Silberschatz
2012 J jnl
Distributed GraphLab: A Framework for Machine Learning in the Cloud
CoRR
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2012 J jnl
Distributed GraphLab: A Framework for Machine Learning in the Cloud.
Proc. VLDB Endow.
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2012 — conf
Distributed programming and consistency: principles and practice.
SoCC
Peter Alvaro, Neil Conway, Joseph M. Hellerstein
2012 J jnl
Enterprise Data Analysis and Visualization: An Interview Study.
IEEE Trans. Vis. Comput. Graph.
Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer
2012 — conf
Logic and lattices for distributed programming.
SoCC
Neil Conway, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein, David Maier
2012 J jnl
Playful Query Specification with DataPlay.
Proc. VLDB Endow.
Azza Abouzied, Joseph M. Hellerstein, Avi Silberschatz
2012 J jnl
Probabilistically Bounded Staleness for Practical Partial Quorums
CoRR
Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012 J jnl
Probabilistically Bounded Staleness for Practical Partial Quorums.
Proc. VLDB Endow.
Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012 B conf
Profiler: integrated statistical analysis and visualization for data quality assessment.
AVI
Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer
2012 — conf
Shreddr: pipelined paper digitization for low-resource organizations.
ACM DEV
Kuang Chen, Akshay Kannan, Yoriyasu Yano, Joseph M. Hellerstein, Tapan S. Parikh
2012 J jnl
The MADlib Analytics Library or MAD Skills, the SQL
CoRR
Joseph M. Hellerstein, Christopher Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar
2012 J jnl
The MADlib Analytics Library or MAD Skills, the SQL.
Proc. VLDB Endow.
Joseph M. Hellerstein, Christopher Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar
2012 — conf
The potential dangers of causal consistency and an explicit solution.
SoCC
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2011 A* conf
CommentSpace: structured support for collaborative visual analysis.
CHI
Wesley Willett, Jeffrey Heer, Joseph M. Hellerstein, Maneesh Agrawala
2011 A conf
Consistency Analysis in Bloom: a CALM and Collected Approach.
CIDR
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, William R. Marczak
2011 A conf
Data in the First Mile.
CIDR
Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh
2011 Misc conf
FATE and DESTINI: A Framework for Cloud Recovery Testing.
NSDI
Haryadi S. Gunawi, Thanh Do, Pallavi Joshi, Peter Alvaro, Joseph M. Hellerstein, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Koushik Sen, Dhruba Borthakur
2011 — conf
Hybrid in-database inference for declarative information extraction.
SIGMOD Conference
Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein, Michael L. Wick
2011 A* conf
Proactive wrangling: mixed-initiative end-user programming of data transformation scripts.
UIST
Philip J. Guo, Sean Kandel, Joseph M. Hellerstein, Jeffrey Heer
2011 J jnl
Searching for Jim Gray: a technical overview.
Commun. ACM
Joseph M. Hellerstein, David L. Tennenhouse
2011 J jnl
Usher: Improving Data Quality with Dynamic Forms.
IEEE Trans. Knowl. Data Eng.
Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hellerstein, Tapan S. Parikh
2011 A* conf
Wrangler: interactive visual specification of data transformation scripts.
CHI
Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer
2010 A conf
Boom analytics: exploring data-centric, declarative programming for the cloud.
EuroSys
Peter Alvaro, Tyson Condie, Neil Conway, Khaled Elmeleegy, Joseph M. Hellerstein, Russell Sears
2010 A* conf
Datalog redux: experience and conjecture.
PODS
Joseph M. Hellerstein
2010 — conf
Dedalus: Datalog in Time and Space.
Datalog
Peter Alvaro, William R. Marczak, Neil Conway, Joseph M. Hellerstein, David Maier, Russell Sears
2010 A* conf
Designing adaptive feedback for improving data entry accuracy.
UIST
Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh
2010 J jnl
Editorial.
Comput. Networks
Metin Feridun, Joseph M. Hellerstein
2010 A conf
GraphLab: A New Framework For Parallel Machine Learning.
UAI
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2010 J jnl
GraphLab: A New Framework for Parallel Machine Learning
CoRR
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2010 J jnl
Letter from the General PC Co-Chair.
Proc. VLDB Endow.
Joseph M. Hellerstein
2010 Misc conf
MapReduce Online.
NSDI
Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, Khaled Elmeleegy, Russell Sears
2010 J jnl
Multiresolution Cube Estimators for Sensor Network Aggregate Queries
CoRR
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
2010 — conf
Multiresolution Cube Estimators for Sensor Network Aggregate Queries.
AMW
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
2010 — conf
Online aggregation and continuous query support in MapReduce.
SIGMOD Conference
Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, John Gerth, Justin Talbot, Khaled Elmeleegy, Russell Sears
2010 A* conf
Probabilistic declarative information extraction.
ICDE
Daisy Zhe Wang, Eirinaios Michelakis, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein
2010 — ed.
Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010
SoCC
Joseph M. Hellerstein, Surajit Chaudhuri, Mendel Rosenblum
2010 J jnl
Querying Probabilistic Information Extraction.
Proc. VLDB Endow.
Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein
2010 J jnl
The declarative imperative: experiences and conjectures in distributed logic.
SIGMOD Rec.
Joseph M. Hellerstein
2010 — conf
Towards Automatically Checking Thousands of Failures with Micro-specifications.
HotDep
Haryadi S. Gunawi, Thanh Do, Pallavi Joshi, Joseph M. Hellerstein, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Koushik Sen
2010 A* conf
USHER: Improving data quality with dynamic forms.
ICDE
Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hellerstein, Tapan S. Parikh
2009 — conf
Approximating sensor network queries using in-network summaries.
IPSN
Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein
2009 — conf
Automating rendezvous and proxy selection in sensornets.
IPSN
David Chu, Joseph M. Hellerstein
2009 J jnl
Data visualization & social data analysis.
Proc. VLDB Endow.
Jeffrey Heer, Joseph M. Hellerstein
2009 J jnl
Declarative networking.
Commun. ACM
Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica
2009 — ch.
Generalized Search Tree.
Encyclopedia of Database Systems
Joseph M. Hellerstein
2009 J jnl
How Best to Build Web-Scale Data Managers? A Panel Discussion.
Proc. VLDB Endow.
Daniel J. Abadi, Michael J. Cafarella, Joseph M. Hellerstein, Donald Kossmann, Samuel Madden, Philip A. Bernstein
2009 J jnl
I do declare: consensus in a logic language.
ACM SIGOPS Oper. Syst. Rev.
Peter Alvaro, Tyson Condie, Neil Conway, Joseph M. Hellerstein, Russell Sears
2009 C conf
Improving data quality with dynamic forms.
ICTD
Kuang Chen, Harr Chen, Neil Conway, Heather Dolan, Joseph M. Hellerstein, Tapan S. Parikh
2009 J jnl
MAD Skills: New Analysis Practices for Big Data.
Proc. VLDB Endow.
Jeffrey Cohen, Brian Dolan, Mark Dunlap, Joseph M. Hellerstein, Caleb Welton
2009 — conf
Parallelizing extensible query optimizers.
SIGMOD Conference
Florian M. Waas, Joseph M. Hellerstein
2009 J jnl
The Claremont report on database research.
Commun. ACM
Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2008 J jnl
BayesStore: managing large, uncertain data repositories with probabilistic graphical models.
Proc. VLDB Endow.
Daisy Zhe Wang, Eirinaios Michelakis, Minos N. Garofalakis, Joseph M. Hellerstein
2008 B conf
Clock Skew Based Node Identification in Wireless Sensor Networks.
GLOBECOM
Ding-Jie Huang, Wei-Chung Teng, Chih-Yuan Wang, Hsuan-Yu Huang, Joseph M. Hellerstein
2008 J jnl
Evita raced: metacompilation for declarative networks.
Proc. VLDB Endow.
Tyson Condie, David Chu, Joseph M. Hellerstein, Petros Maniatis
2008 Misc conf
Optimizing declarative sensornets.
SenSys
David Chu, Joseph M. Hellerstein, Tsung-Te Lai
2008 J jnl
The Claremont report on database research.
SIGMOD Rec.
Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2007 J jnl
A declarative sensornet architecture.
SIGBED Rev.
Arsalan Tavakoli, David Chu, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker
2007 J jnl
Architecture of a Database System.
Found. Trends Databases
Joseph M. Hellerstein, Michael Stonebraker, James R. Hamilton
2007 A* conf
Communication-Efficient Online Detection of Network-Wide Anomalies.
INFOCOM
Ling Huang, XuanLong Nguyen, Minos N. Garofalakis, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Nina Taft
2007 B conf
Enabling Real-Time Querying of Live and Historical Stream Data.
SSDBM
Frederick Reiss, Kurt Stockinger, Kesheng Wu, Arie Shoshani, Joseph M. Hellerstein
2007 — conf
Granularity Conscious Modeling for Probabilistic Databases.
ICDM Workshops
Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Garofalakis, Joseph M. Hellerstein
2007 A* conf
Nonmyopic Informative Path Planning in Spatio-Temporal Models.
AAAI
Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein
2007 A* conf
Proof Sketches: Verifiable In-Network Aggregation.
ICDE
Minos N. Garofalakis, Joseph M. Hellerstein, Petros Maniatis
2007 A conf
Public Health for the Internet (PHI).
CIDR
Joseph M. Hellerstein, Tyson Condie, Minos N. Garofalakis, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Nina Taft
2007 — conf
Sharing aggregate computation for distributed queries.
SIGMOD Conference
Ryan Huebsch, Minos N. Garofalakis, Joseph M. Hellerstein, Ion Stoica
2007 Misc conf
The design and implementation of a declarative sensor network system.
SenSys
David Chu, Lucian Popa, Arsalan Tavakoli, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker, Ion Stoica
2007 J jnl
Thinking Big About Tiny Databases.
IEEE Data Eng. Bull.
Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden
2006 — conf
Adaptive query processing: why, how, when, what next.
SIGMOD Conference
Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman
2006 A* conf
Approximate Data Collection in Sensor Networks using Probabilistic Models.
ICDE
David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong
2006 A* conf
Compact Histograms for Hierarchical Identifiers.
VLDB
Frederick Reiss, Minos N. Garofalakis, Joseph M. Hellerstein
2006 — conf
Data gathering tours in sensor networks.
IPSN
Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong
2006 A* conf
Declarative Network Monitoring with an Underprovisioned Query Processor.
ICDE
Frederick Reiss, Joseph M. Hellerstein
2006 — conf
Declarative networking: language, execution and optimization.
SIGMOD Conference
Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica
2006 A* conf
Entirely Declarative Sensor Network Systems.
VLDB
David Chu, Arsalan Tavakoli, Lucian Popa, Joseph M. Hellerstein
2006 A* conf
Induced Churn as Shelter from Routing-Table Poisoning.
NDSS
Tyson Condie, Varun Kacholia, Sriram Sank, Joseph M. Hellerstein, Petros Maniatis
2006 J jnl
Probabilistic Data Management for Pervasive Computing: The
IEEE Data Eng. Bull.
Minos N. Garofalakis, Kurt P. Brown, Michael J. Franklin, Joseph M. Hellerstein, Daisy Zhe Wang, Eirinaios Michelakis, Liviu Tancau, Eugene Wu, Shawn R. Jeffery, Ryan Aipperspach
2006 — conf
Sdlib: a sensor network data and communications library for rapid and robust application development.
IPSN
David Chu, Kaisen Lin, Alexandre Linares, Giang Nguyen, Joseph M. Hellerstein
2006 — conf
Toward sophisticated detection with distributed triggers.
MineNet
Ling Huang, Minos N. Garofalakis, Joseph M. Hellerstein, Anthony D. Joseph, Nina Taft
2005 A* conf
A case study in building layered DHT applications.
SIGCOMM
Yatin Chawathe, Sriram Ramabhadran, Sylvia Ratnasamy, Anthony LaMarca, Scott Shenker, Joseph M. Hellerstein
2005 A* conf
A need for componentized transport protocols.
SOSP
Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Sean C. Rhea, Timothy Roscoe
2005 A* conf
Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ.
ICDE
Frederick Reiss, Joseph M. Hellerstein
2005 A* conf
Declarative routing: extensible routing with declarative queries.
SIGCOMM
Boon Thau Loo, Joseph M. Hellerstein, Ion Stoica, Raghu Ramakrishnan
2005 A* conf
Implementing declarative overlays.
SOSP
Boon Thau Loo, Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Timothy Roscoe, Ion Stoica
2005 J jnl
Model-based approximate querying in sensor networks.
VLDB J.
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2005 — book
Readings in Database Systems, 4th Edition.
Joseph M. Hellerstein, Michael Stonebraker
2005 J jnl
Stonebraker receives IEEE John von Neumann Medal.
SIGMOD Rec.
David J. DeWitt, Michael J. Carey, Joseph M. Hellerstein
2005 B conf
TASK: sensor network in a box.
EWSN
Philip Buonadonna, David Gay, Joseph M. Hellerstein, Wei Hong, Samuel Madden
2005 A conf
The Architecture of PIER: an Internet-Scale Query Processor.
CIDR
Ryan Huebsch, Brent N. Chun, Joseph M. Hellerstein, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Scott Shenker, Ion Stoica, Aydan R. Yumerefendi
2005 J jnl
The Lowell database research self-assessment.
Commun. ACM
Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik
2005 J jnl
The Network Oracle.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Vern Paxson, Larry L. Peterson, Timothy Roscoe, Scott Shenker, David Wetherall
2005 J jnl
TinyDB: an acquisitional query processing system for sensor networks.
ACM Trans. Database Syst.
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2004 A* conf
Architectures and Algorithms for Internet-Scale (P2P) Data Management.
VLDB
Joseph M. Hellerstein
2004 A* conf
Brief announcement: prefix hash tree.
PODC
Sriram Ramabhadran, Sylvia Ratnasamy, Joseph M. Hellerstein, Scott Shenker
2004 — conf
Design Considerations for Information Planes.
WORLDS
Brent N. Chun, Joseph M. Hellerstein
2004 A* conf
Enhancing P2P File-Sharing with an Internet-Scale Query Processor.
VLDB
Boon Thau Loo, Joseph M. Hellerstein, Ryan Huebsch, Scott Shenker, Ion Stoica
2004 J jnl
Guest Editorial to the special issue on data stream processing.
VLDB J.
Johannes Gehrke, Joseph M. Hellerstein
2004 — conf
Highly-Available, Fault-Tolerant, Parallel Dataflows.
SIGMOD Conference
Mehul A. Shah, Joseph M. Hellerstein, Eric A. Brewer
2004 A* conf
Lifting the Burden of History from Adaptive Query Processing.
VLDB
Amol Deshpande, Joseph M. Hellerstein
2004 A* conf
Model-Driven Data Acquisition in Sensor Networks.
VLDB
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2004 — conf
Optimization of in-network data reduction.
DMSN
Joseph M. Hellerstein, Wei Wang
2004 — conf
Querying at Internet-Scale.
SIGMOD Conference
Brent N. Chun, Joseph M. Hellerstein, Ryan Huebsch, Shawn R. Jeffery, Boon Thau Loo, Sam Mardanbeigi, Timothy Roscoe, Sean C. Rhea, Scott Shenker, Ion Stoica
2004 A* conf
The Case for Precision Sharing.
VLDB
Sailesh Krishnamurthy, Michael J. Franklin, Joseph M. Hellerstein, Garrett Jacobson
2004 — conf
The Case for a Hybrid P2P Search Infrastructure.
IPTPS
Boon Thau Loo, Ryan Huebsch, Ion Stoica, Joseph M. Hellerstein
2003 J jnl
Amdb: A Design Tool for Access Methods.
IEEE Data Eng. Bull.
Marcel Kornacker, Mehul A. Shah, Joseph M. Hellerstein
2003 — conf
Beyond Average: Toward Sophisticated Sensing with Queries.
IPSN
Joseph M. Hellerstein, Wei Hong, Samuel Madden, Kyle Stanek
2003 J jnl
Exposing undergraduate students to database system internals.
SIGMOD Rec.
Anastassia Ailamaki, Joseph M. Hellerstein
2003 A* conf
Flux: An Adaptive Partitioning Operator for Continuous Query Systems.
ICDE
Mehul A. Shah, Joseph M. Hellerstein, Sirish Chandrasekaran, Michael J. Franklin
2003 — conf
On the Feasibility of Peer-to-Peer Web Indexing and Search.
IPTPS
Jinyang Li, Boon Thau Loo, Joseph M. Hellerstein, M. Frans Kaashoek, David R. Karger, Robert Morris
2003 A* conf
Querying the Internet with PIER.
VLDB
Ryan Huebsch, Joseph M. Hellerstein, Nick Lanham, Boon Thau Loo, Scott Shenker, Ion Stoica
2003 J jnl
TelegraphCQ: An Architectural Status Report.
IEEE Data Eng. Bull.
Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 A conf
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.
CIDR
Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah
2003 — conf
TelegraphCQ: Continuous Dataflow Processing.
SIGMOD Conference
Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 — conf
The Design of an Acquisitional Query Processor For Sensor Networks.
SIGMOD Conference
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2003 J jnl
The Lowell Database Research Self Assessment
CoRR
Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik
2003 J jnl
The sensor spectrum: technology, trends, and requirements.
SIGMOD Rec.
Joseph M. Hellerstein, Wei Hong, Samuel Madden
2003 J jnl
Toward network data independence.
SIGMOD Rec.
Joseph M. Hellerstein
2003 A* conf
Using State Modules for Adaptive Query Processing.
ICDE
Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein
2002 C conf
Boolean Bounding Predicates for Spatial Access Methods.
DEXA
Megan Thomas, Joseph M. Hellerstein
2002 — conf
Complex Queries in DHT-based Peer-to-Peer Networks.
IPTPS
Matthew Harren, Joseph M. Hellerstein, Ryan Huebsch, Boon Thau Loo, Scott Shenker, Ion Stoica
2002 — conf
Continuously adaptive continuous queries over streams.
SIGMOD Conference
Samuel Madden, Mehul A. Shah, Joseph M. Hellerstein, Vijayshankar Raman
2002 — conf
Data streams: fresh current or stagnant backwater? (panel).
SIGMOD Conference
Joseph M. Hellerstein, Jennifer Widom
2002 A* conf
Decoupled Query Optimization for Federated Database Systems.
ICDE
Amol Deshpande, Joseph M. Hellerstein
2002 — conf
Distributing queries over low-power wireless sensor networks.
SIGMOD Conference
Samuel Madden, Joseph M. Hellerstein
2002 J jnl
On a model of indexability and its bounds for range queries.
J. ACM
Joseph M. Hellerstein, Elias Koutsoupias, Daniel P. Miranker, Christos H. Papadimitriou, Vasilis Samoladas
2002 — conf
Partial results for online query processing.
SIGMOD Conference
Vijayshankar Raman, Joseph M. Hellerstein
2002 A* conf
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks.
OSDI
Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2001 — conf
Content Integration for E-Business.
SIGMOD Conference
Michael Stonebraker, Joseph M. Hellerstein
2001 J jnl
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System.
SIGMOD Rec.
Mehul A. Shah, Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein
2001 — conf
Online Query Processing.
SIGMOD Conference
Peter J. Haas, Joseph M. Hellerstein
2001 — conf
Out-of-core build of a topological data structure from polygon soup.
Symposium on Solid Modeling and Applications
Sara McMains, Joseph M. Hellerstein, Carlo H. Séquin
2001 A* conf
Potter's Wheel: An Interactive Data Cleaning System.
VLDB
Vijayshankar Raman, Joseph M. Hellerstein
2000 J jnl
Adaptive Query Processing: Technology in Evolution.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah
2000 A* conf
Creating a Customized Access Method for Blobworld.
ICDE
Megan Thomas, Chad Carson, Joseph M. Hellerstein
2000 — conf
Eddies: Continuously Adaptive Query Processing
SIGMOD Conference
Ron Avnur, Joseph M. Hellerstein
2000 — conf
Index Research: Forest or Trees? (Panel Abstract).
SIGMOD Conference
Joseph M. Hellerstein
2000 J jnl
Informix under CONTROL: Online Query Processing.
Data Min. Knowl. Discov.
Joseph M. Hellerstein, Ron Avnur, Vijayshankar Raman
2000 J jnl
Online dynamic reordering.
VLDB J.
Vijayshankar Raman, Bhaskaran Raman, Joseph M. Hellerstein
2000 A* conf
Scalable, Distributed Data Structures for Internet Service Construction.
OSDI
Steven D. Gribble, Eric A. Brewer, Joseph M. Hellerstein, David E. Culler
1999 — conf
Amdb: A Visual Access Method Development Tool.
UIDIS
Mehul A. Shah, Marcel Kornacker, Joseph M. Hellerstein
1999 — conf
Blobworld: A System for Region-Based Image Indexing and Retrieval.
VISUAL
Chad Carson, Megan Thomas, Serge J. Belongie, Joseph M. Hellerstein, Jitendra Malik
1999 — conf
Cluster I/O with River: Making the Fast Case Common.
IOPADS
Remzi H. Arpaci-Dusseau, Eric Anderson, Noah Treuhaft, David E. Culler, Joseph M. Hellerstein, David A. Patterson, Katherine A. Yelick
1999 J jnl
Independent, Open Enterprise Data Integration.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Michael Stonebraker, Rick Caccia
1999 J jnl
Interactive data Analysis: The Control Project.
Computer
Joseph M. Hellerstein, Ron Avnur, Andy Chou, Christian Hidber, Chris Olston, Vijayshankar Raman, Tali Roth, Peter J. Haas
1999 A conf
On the Generation of 2-Dimensional Index Workloads.
ICDT
Joseph M. Hellerstein, Lisa Hellerstein, George Kollios
1999 A* conf
Online Dynamic Reordering for Interactive Data Processing.
VLDB
Vijayshankar Raman, Bhaskaran Raman, Joseph M. Hellerstein
1999 — conf
Ripple Joins for Online Aggregation.
SIGMOD Conference
Peter J. Haas, Joseph M. Hellerstein
1999 — conf
Scalable Spreadsheets for Interactive Data Analysis.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
Vijayshankar Raman, Andy Chou, Joseph M. Hellerstein
1998 J jnl
A Case for Intelligent Disks (IDISKs).
SIGMOD Rec.
Kimberly Keeton, David A. Patterson, Joseph M. Hellerstein
1998 — conf
CONTROL: Continuous Output and Navigation Technology with Refinement On-Line.
SIGMOD Conference
Ron Avnur, Joseph M. Hellerstein, Bruce Lo, Chris Olston, Bhaskaran Raman, Vijayshankar Raman, Tali Roth, Kirk Wylie
1998 J jnl
Optimization Techniques for Queries with Expensive Methods.
ACM Trans. Database Syst.
Joseph M. Hellerstein
1998 — book
Readings in Database Systems, Third Edition
Michael Stonebraker, Joseph M. Hellerstein
1998 — conf
Searching for the sorting record: experiences in tuning NOW-Sort.
SPDT
Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson
1998 A* conf
The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs.
HPCA
Remzi H. Arpaci-Dusseau, Andrea C. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson
1998 J jnl
The Asilomar Report on Database Research
CoRR
Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman
1998 J jnl
The Asilomar Report on Database Research.
SIGMOD Rec.
Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman
1998 — conf
VIQING: Visual Interactive Querying.
VL
Chris Olston, Michael Stonebraker, Alexander Aiken, Joseph M. Hellerstein
1998 — conf
amdb: An Access Method Debugging Tool.
SIGMOD Conference
Marcel Kornacker, Mehul A. Shah, Joseph M. Hellerstein
1997 — conf
Concurrency and Recovery in Generalized Search Trees.
SIGMOD Conference
Marcel Kornacker, C. Mohan, Joseph M. Hellerstein
1997 — conf
High-Performance Sorting on Networks of Workstations.
SIGMOD Conference
Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson
1997 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Joseph M. Hellerstein
1997 A* conf
On the Analysis of Indexing Schemes.
PODS
Joseph M. Hellerstein, Elias Koutsoupias, Christos H. Papadimitriou
1997 — conf
Online Aggregation.
SIGMOD Conference
Joseph M. Hellerstein, Peter J. Haas, Helen J. Wang
1997 J jnl
Online Processing Redux.
IEEE Data Eng. Bull.
Joseph M. Hellerstein
1997 J jnl
The New Jersey Data Reduction Report.
IEEE Data Eng. Bull.
Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik
1997 — conf
Towards a Crystal Ball for Data Retrieval.
NGITS
Joseph M. Hellerstein
1996 — conf
Cost-Based Optimization for Magic: Algebra and Implementation.
SIGMOD Conference
Praveen Seshadri, Joseph M. Hellerstein, Hamid Pirahesh, T. Y. Cliff Leung, Raghu Ramakrishnan, Divesh Srivastava, Peter J. Stuckey, S. Sudarshan
1996 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Joseph M. Hellerstein
1996 — conf
Query Execution Techniques for Caching Expensive Methods.
SIGMOD Conference
Joseph M. Hellerstein, Jeffrey F. Naughton
1995 A* conf
Generalized Search Trees for Database Systems.
VLDB
Joseph M. Hellerstein, Jeffrey F. Naughton, Avi Pfeffer
1995 — —
Optimization and Execution Techniques for Queries With Expensive Methods
Joseph M. Hellerstein
1995 J jnl
Static Analysis Techniques for Predicting the Behavior of Active Database Rules.
ACM Trans. Database Syst.
Alexander Aiken, Joseph M. Hellerstein, Jennifer Widom
1994 — conf
Practical Predicate Placement.
SIGMOD Conference
Joseph M. Hellerstein
1993 — conf
Predicate Migration: Optimizing Queries with Expensive Predicates.
SIGMOD Conference
Joseph M. Hellerstein, Michael Stonebraker
1992 — conf
Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism.
SIGMOD Conference
Alexander Aiken, Jennifer Widom, Joseph M. Hellerstein
1992 — conf
Extensible/Rule Based Query Rewrite Optimization in Starburst.
SIGMOD Conference
Hamid Pirahesh, Joseph M. Hellerstein, Waqar Hasan