Joseph M. Hellerstein

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 97

Top Venues

University of Wisconsin-Madison, WI, USA (PHD)

Education History

University of Wisconsin-Madison, WI, USA

PHD

Publications

David C. Y. Chu, Rithvik Panchapakesan, Shadaj Laddad, Lucky E. Katahanas, Chris Liu, Kaushik Shivakumar, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
Optimizing Distributed Protocols with Query Rewrites. Proc. ACM Manag. Data 2 (1) (2024)
Shadaj Laddad, Alvin Cheung, Joseph M. Hellerstein
Suki: Choreographed Distributed Dataflow in Rust. CoRR (2024)
Tiemo Bang, Chris Douglas, Natacha Crooks, Joseph M. Hellerstein
SkyPIE: A Fast & Accurate Oracle for Object Placement. Proc. ACM Manag. Data 2 (1) (2024)
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
David C. Y. Chu, Chris Liu, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
Bigger, not Badder: Safely Scaling BFT Protocols. PaPoC@EuroSys (2024)
Conor Power, Saikrishna Achalla, Ryan Cottone, Nathaniel Macasaet, Joseph M. Hellerstein
Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency. PaPoC@EuroSys (2024)
David Chu, Rithvik Panchapakesan, Shadaj Laddad, Lucky Katahanas, Chris Liu, Kaushik Shivakumar, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard
Optimizing Distributed Protocols with Query Rewrites [Technical Report]. CoRR (2024)
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. CoRR (2024)
Joseph M. Hellerstein
Learning to Restructure Tables Automatically. SIGMOD Rec. 53 (1) (2024)
Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein
Optimizing the cloud? Don't train models. Build oracles! CIDR (2024)
Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. CoRR (2023)
Shadaj Laddad, Conor Power, Tyler Hou, Alvin Cheung, Joseph M. Hellerstein
Optimizing Stateful Dataflow with Local Rewrites. CoRR (2023)
Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. ApPLIED@PODC (2023)
Audrey Cheng, David Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate. OSDI (2023)
Rolando Garcia, Anusha Dandamudi, Gabriel Matute, Lehan Wan, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen
Multiversion Hindsight Logging for Continuous Training. CoRR (2023)
Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein
Optimizing the cloud? Don't train models. Build oracles! CoRR (2023)
Sarah Wooders, Xiangxi Mo, Amit Narang, Kevin Lin, Ion Stoica, Joseph M. Hellerstein, Natacha Crooks, Joseph E. Gonzalez
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance. Proc. VLDB Endow. 17 (3) (2023)
Sarah 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
The Sky Above The Clouds. CoRR (2022)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu
DIEL: Interactive Visualization Beyond the Here and Now. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia
Cloud Data Systems: What are the Opportunities for the Database Research Community? Proc. VLDB Endow. 15 (12) (2022)
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein
Keep CALM and CRDT On. CoRR (2022)
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein
Synthesizing CRDTs from Sequential Data Types with Verified Lifting. CoRR (2022)
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein
Katara: synthesizing CRDTs with verified lifting. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein
Keep CALM and CRDT On. Proc. VLDB Endow. 16 (4) (2022)
Joseph M. Hellerstein, Aditya G. Parameswaran
Piloting Data Engineering at Berkeley. DataEd@SIGMOD (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. 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
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran
Operationalizing Machine Learning: An Interview Study. CoRR (2022)
Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres
Scaling Replicated State Machines with Compartmentalization. Proc. VLDB Endow. 14 (11) (2021)
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol. J. Syst. Res. 1 (1) (2021)
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica
SoK: A Generalized Multi-Leader State Machine Replication Tutorial. J. Syst. Res. 1 (1) (2021)
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. IEEE Data Eng. Bull. 44 (1) (2021)
Michael J. Whittaker, Joseph M. Hellerstein
Interactive checks for coordination avoidance. VLDB J. 30 (1) (2021)
Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Matthew Milano
New Directions in Cloud Programming. CoRR (2021)
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
Anna: A KVS for Any Scale. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
Autoscaling tiered cloud storage in Anna. VLDB J. 30 (1) (2021)
Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica
Read-Write Quorum Systems Made Practical. PaPoC@EuroSys (2021)
Raghav Anand, Jeffrey Ichnowski, Chenggang Wu, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg
Serverless Multi-Query Motion Planning for Fog Robotics. ICRA (2021)
Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. CoRR (2021)
Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Matthew Milano
New Directions in Cloud Programming. CIDR (2021)
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. USENIX Security Symposium (2021)
Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica
Read-Write Quorum Systems Made Practical. CoRR (2021)
Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms. EuroS&P (2020)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Facilitating Exploration with Interaction Snapshots under High Latency. IEEE VIS (Short Papers) (2020)
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica
Bipartisan Paxos: A Modular State Machine Replication Protocol. CoRR (2020)
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. IACR Cryptol. ePrint Arch. 2020 (2020)
Michael J. Whittaker, Joseph M. Hellerstein
Checking Invariant Confluence, In Whole or In Parts. SIGMOD Rec. 49 (1) (2020)
Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
A fault-tolerance shim for serverless computing. EuroSys (2020)
Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
A Fault-Tolerance Shim for Serverless Computing. CoRR (2020)
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
Towards Scalable Dataframe Systems. Proc. VLDB Endow. 13 (11) (2020)
Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Joseph Gonzalez, Joseph M. Hellerstein, Alexey Tumanov
Cloudburst: Stateful Functions-as-a-Service. Proc. VLDB Endow. 13 (11) (2020)
Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph E. Gonzalez, Joseph M. Hellerstein, Koushik Sen
Hindsight Logging for Model Training. CoRR (2020)
Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report]. CoRR (2020)
Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Jose M. Faleiro, Joseph E. Gonzalez, Joseph M. Hellerstein, Alexey Tumanov
Cloudburst: Stateful Functions-as-a-Service. CoRR (2020)
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
Transactional Causal Consistency for Serverless Computing. SIGMOD Conference (2020)
Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan
B2: Bridging Code and Interactive Visualization in Computational Notebooks. UIST (2020)
Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. CoRR (2020)
Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres
Scaling Replicated State Machines with Compartmentalization [Technical Report]. CoRR (2020)
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
Towards Scalable Dataframe Systems. CoRR (2020)
Xiayue Charles Lin, Joseph E. Gonzalez, Joseph M. Hellerstein
Serverless Boom or Bust? An Analysis of Economic Incentives. HotCloud (2020)
Peter Bailis, Magda Balazinska, Xin Luna Dong, Juliana Freire, Raghu Ramakrishnan, Michael Stonebraker, Joseph M. Hellerstein
Winds from Seattle: Database Research Directions. Proc. VLDB Endow. 13 (12) (2020)
Joseph M. Hellerstein, Peter Alvaro
Keeping CALM: when distributed consistency is easy. Commun. ACM 63 (9) (2020)
Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen
Hindsight Logging for Model Training. Proc. VLDB Endow. 14 (4) (2020)
Vikram Sreekanti, Harikaran Subbaraj, Chenggang Wu, Joseph E. Gonzalez, Joseph M. Hellerstein
Optimizing Prediction Serving on Low-Latency Serverless Dataflow. CoRR (2020)
Johann Schleier-Smith, Leonhard Holz, Nathan Pemberton, Joseph M. Hellerstein
A FaaS File System for Serverless Computing. CoRR (2020)
Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica
Selectivity Estimation with Deep Likelihood Models. CoRR (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
DIEL: Transparent Scaling for Interactive Visualization. CoRR (2019)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. 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
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (2019)
Joseph M. Hellerstein, Peter Alvaro
Keeping CALM: When Distributed Consistency is Easy. CoRR (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
Programming with Timespans in Interactive Visualizations. CoRR (2019)
Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar, Joseph M. Hellerstein
CLX: Towards verifiable PBE data transformation. EDBT (2019)
Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
Serverless Computing: One Step Forward, Two Steps Back. CIDR (2019)
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
Autoscaling Tiered Cloud Storage in Anna. Proc. VLDB Endow. 12 (6) (2019)
Joseph M. Hellerstein
Looking Back at Postgres. CoRR (2019)
Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica
Deep Unsupervised Cardinality Estimation. Proc. VLDB Endow. 13 (3) (2019)
Michael J. Whittaker, Joseph M. Hellerstein
Interactive Checks for Coordination Avoidance. Proc. VLDB Endow. 12 (1) (2018)
Yifan Wu, Larry Xu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Making Sense of Asynchrony in Interactive Data Visualizations. CoRR (2018)
Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
Eliminating Boundaries in Cloud Storage with Anna. CoRR (2018)
Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song
Chorus: Differential Privacy via Query Rewriting. CoRR (2018)
Joseph M. Hellerstein, Jeffrey Heer, Sean Kandel
Self-Service Data Preparation: Research to Practice. IEEE Data Eng. Bull. 41 (2) (2018)
Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica
Learning to Optimize Join Queries With Deep Reinforcement Learning. CoRR (2018)
Joseph M. Hellerstein, Jose M. Faleiro, Joseph E. Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
Serverless Computing: One Step Forward, Two Steps Back. CoRR (2018)
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
Anna: A KVS for Any Scale. ICDE (2018)
Michael J. Whittaker, Cristina Teodoropol, Peter Alvaro, Joseph M. Hellerstein
Debugging Distributed Systems with Why-Across-Time Provenance. SoCC (2018)
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
A Berkeley View of Systems Challenges for AI. CoRR (2017)
Jose M. Faleiro, Daniel Abadi, Joseph M. Hellerstein
High Performance Transactions via Early Write Visibility. Proc. VLDB Endow. 10 (5) (2017)
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
Ground: A Data Context Service. CIDR (2017)
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
Blazes: Coordination Analysis and Placement for Distributed Programs. ACM Trans. Database Syst. 42 (4) (2017)
Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
Indy: a software system for the dense cloud. SoCC (2017)
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10 (12) (2017)
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein
Data Tweening: Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10 (6) (2017)
Tom J. Ameloot, Jan Van den Bussche, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein
Putting logic-based distributed systems on stable grounds. Theory Pract. Log. Program. 16 (4) (2016)
Johann Schleier-Smith, Erik T. Krogen, Joseph M. Hellerstein
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing. SoCC (2016)
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Scalable Atomic Visibility with RAMP Transactions. ACM Trans. Database Syst. 41 (3) (2016)
Yifan Wu, Joseph M. Hellerstein, Eugene Wu
A DeVIL-ish approach to inconsistency in interactive visualizations. HILDA@SIGMOD (2016)
Joseph M. Hellerstein
Naughton's Wisconsin Bibliography: A Brief Guide. CoRR (2016)
Joseph M. Hellerstein
People, Computers, and The Hot Mess of Real Data. KDD (2016)
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
The Beckman report on database research. Commun. ACM 59 (2) (2016)
Joseph M. Hellerstein
Data, Technology and the Challenges of Abundance. CIDR (2015)
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. SIGMOD Conference (2015)
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
Asynchronous Complex Analytics in a Distributed Dataflow Architecture. CoRR (2015)

Joseph M. Hellerstein.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Joseph M. Hellerstein