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Joseph M. Hellerstein

Jim Gray Professor of the Graduate School
EECS Computer Science Division
UC Berkeley

<lastname>@cs.berkeley.edu
http://www.linkedin.com/in/joehellerstein

Joseph M. Hellerstein

Courses

Research

My research focuses broadly on data-oriented systems and the way they drive computing. This spans topics in database systems, distributed computing, data visualization, machine learning and programming languages.

More information on current and past research here.

Industry


In 2020 I co-founded RunLLM, an LLM-powered assistant for technical support. RunLLM grew out of research in the RISELab and SkyLab with my colleague Joseph Gonzalez and PhD students Vikram Sreekanti and Chenggang Wu.


In 2012 I co-founded Trifacta, a cloud data engineering platform that runs on AWS, Azure and GCP (where it also powers Google Dataprep by Trifacta). Trifacta is based on prior research in my group on interactive data preparation [1, 2, 3]. Trifacta was acquired by Alteryx in 2022.


Greenplum was a parallel data warehouse startup based on PostgreSQL. I served as an advisor, collaborator (on Apache MADlib) and briefly as Engineering Manager at the startup, on through its acquisition by EMC in 2010, where I also served as a technical advisor.

Intel Research Berkeley was an experimental lablet that colocated Intel staff researchers next to Berkeley faculty and students to do "off-roadmap" experimental research. I took a leave to join Intel as Lab Director from 2003-2005, leading research topics in networking, distributed systems, databases, IoT and human-computer interaction.

Selected Talks

  • Hydroflow: A Compiler Target for Fast Correct Distributed Programs. Keynote, ACM SPLASH (OOPSLA) 2023. [pdf]
  • Toward a Programmable Cloud: Foundations and Challenges. Keynote, ACM POPL 2021. [pdf]
  • A Data-Centric Lens on Cloud Programming and Serverless Computing. Keynote, ICDE 2020. Distinguished Lecture, Darmstadt U, 2020. [pdf]
  • Serverless Computing: One Step Forward, Two Steps Back. CIDR, 2019 [pptx] [pdf]
  • Approximation and Interaction: A Progressive's View. Keynote, NSF ACAIA, 2017 [PPTX], [pdf].
  • Ground: A Data Context Service. CIDR 2017. [pdf]
  • People, Computers, and the Hot Mess of Real Data. Keynote, ACM KDD 2016. [pdf]
  • Progressive Systems, LinkedIn NYC 2015. [pdf]
  • Dancing Calmly with the Devil, Keynote, ACM SoCC 2014. [pdf]
  • Of Rocket Ships and Washing Machines: Data Technology for People, Keynote, Strata 2012. [video, 10:46]
  • Keep CALM and Query On, RICON 2012, UCSD 2013, UCR 2013. [pdf] [video, 49:24].
  • The Declarative Imperative: Experiences and Conjectures in Distributed Logic. Keynote, ACM PODS, 2010. [.key.zip], [pdf], [ video]
  • MAD Skills: New Practices for Big Data. VLDB, 2009. [pptx], [pdf]
  • Quantitative Data Cleaning for Large Databases. Keynote, QDB, 2009. [.key.zip], [pdf]
  • Bricolage: Data at Play. Keynote, ICDM 2007. [.key.zip] [.mov] [ pdf]
  • The Marvelous Structure of Reality. Keynote, WebDB 2003 [PDF], [.mov] [ .key.sit]

Selected Publications

  • Readings in Database Systems, 5th Edition. With M. Stonebraker and P. Bailis. [redbook.io]
  • New Directions in Cloud Programming. With A. Cheung, N. Crooks and M. Milano. CIDR 2021[pdf]
  • Cloudburst: Stateful Functions-as-a-Service. With V. Sreekanti, C. Wu, X. Lin, J. Schleier-Smith, J. Gonzalez and A. Tumanov. VLDB 2020 [pdf]
  • Towards Scalable Dataframe Systems. With D. Petersohn, W. Ma, D. Lee, S. Macke, D. Xin, X. Mo, J. Gonzalez, A. Joseph and A. Parameswaran. VLDB 2020 [pdf]
  • A Fault Tolerance Shim for Serverless Computing. With V. Sreekanti, C. Wu, S. Chhatrapati, J. E. Gonzalez, and J. M. Faleiro. EuroSys 2020. [pdf]
  • Deep Unsupervised Cardinality Estimation. With Z. Yang, E. Liang, A. Kamsetty, C. Wu, Y. Duan, P. Chen, P. Abbeel, S. Krishnan and I. Stoica. PVLDB 2019.
  • Serverless Computing: One Step Forward, Two Steps Back. With J. M. Faleiro, J. Gonzalez, J. Schleier-Smith, V. Sreekanti, A. Tumanov and C. Wu. CIDR 2019. [pdf]
  • Anna: A KVS For Any Scale. With C. Wu, J. M. Faleiro and Y. Lin. ICDE 2018. [ pdf]
  • Ground: A Data Context Service. with V. Sreekanti, J. Gonzalez et al. CIDR 2017. [pdf]
  • Scalable Atomic Visibility with RAMP Transactions. With P. Bailis, A. Fekete, A. Ghodsi, and I. Stoica. TODS 2016.[pdf]
  • Predictive Interaction for Data Transformation. With J. Heer and S. Kandel. CIDR 2015. [pdf]
  • Logic and Lattices for Distributed Programming. With W. R. Marczak, P. Alvaro, N. R. Conway, and D. Maier. SoCC, 2012. [pdf]
  • Enterprise Data Analysis and Visualization: An Interview Study. With S. Kandel, A. Paepcke and J. Heer. IEEE VAST, 2012. [pdf]
  • Searching for Jim Gray: a technical overview. (with D. L. Tennenhouse on behalf of a large team of volunteers). Commun. ACM 54(7), 2011. [pdf]
  • Wrangler: Interactive Visual Specification of Data Transformation Scripts (with S. Kandel, A. Paepcke, and J. Heer). CHI 2011. [PDF]
  • Data in the First Mile (with K. Chen and T. Parikh). CIDR 2011 [PDF].
  • Consistency Analysis in Bloom: a CALM and Collected Approach (with P. Alvaro, N. Conway, and W.R. Marczak). CIDR 2011. [PDF]
  • The Declarative Imperative: Experiences and Conjectures in Distributed Logic. SIGMOD Record 39:1, Sep. 2010. [pdf]
  • Declarative Networking (with B. T. Loo, T. Condie, M. Garofalakis, D. E. Gay, P. Maniatis, R. Ramakrishnan, T. Roscoe and I. Stoica). Research Highlights, CACM 52(11), 2009. [Intro by Peter Druschel] [pdf].
  • Architecture of a Database System. (with M. Stonebraker and J. Hamilton). Foundations and Trends in Databases 1(2). [PDF]
  • Implementing Declarative Overlays. (with B. T. Loo, T. Condie, P. Maniatis, T. Roscoe, and I. Stoica). In 20th SOSP, 2005. [PDF]
  • TinyDB: An Acqusitional Query Processing System for Sensor Networks. (with S. Madden, M. Franklin, and Wei Hong). ACM TODS. [PDF]
  • Model-Driven Data Acquisition in Sensor Networks (with A. Deshpande, C. Guestrin, S. Madden and W. Hong.) VLDB 2004 [ PDF]
  • Commencement Address. Computer Science, College of Letters and Science, UC Berkeley, May 26, 2002. [pdf]
  • On a Model of Indexability and its Bounds for Range Queries (with E. Koutsoupias, D. Miranker, C. Papadimitriou, and V. Samoladas). JACM 49(1) (2002). [pdf]
  • Potter's Wheel: An Interactive Data Cleaning System (with V. Raman). VLDB 2001. [PDF]
  • Eddies: Continuously Adaptive Query Processing (with R. Avnur). SIGMOD 2000. [PDF] [ PS].
  • Interactive Data Analysis with CONTROL (with many others). IEEE Computer, August 1999. [PDF]
  • Generalized Search Trees for Database Systems (with J. F. Naughton and A. Pfeffer.) VLDB 1995. [PS]

Publications

generated by bibbase.org
  2025 (8)
PACMMOD V3, N1 (SIGMOD), February 2025: Editorial. Abouzied, A.; Hellerstein, J. M.; and Agrawal, D. Proc. ACM Manag. Data, 3(1): 1:1–1:2. 2025.
PACMMOD V3, N1 (SIGMOD), February 2025: Editorial [link]Paper   doi   link   bibtex  
PACMMOD V3, N3 (SIGMOD), June 2025: Editorial. Abouzied, A.; Hellerstein, J. M.; and Agrawal, D. Proc. ACM Manag. Data, 3(3): 118:1–118:2. 2025.
PACMMOD V3, N3 (SIGMOD), June 2025: Editorial [link]Paper   doi   link   bibtex  
Flo: A Semantic Foundation for Progressive Stream Processing. Laddad, S.; Cheung, A.; Hellerstein, J. M.; and Milano, M. Proc. ACM Program. Lang., 9(POPL): 241–270. 2025.
Flo: A Semantic Foundation for Progressive Stream Processing [link]Paper   doi   link   bibtex  
The Free Termination Property of Queries over Time. Power, C.; Koutris, P.; and Hellerstein, J. M. In 28th International Conference on Database Theory, ICDT 2025, March 25-28, 2025, Barcelona, Spain, pages 32:1–32:22, 2025.
The Free Termination Property of Queries over Time [link]Paper   doi   link   bibtex  
Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025. Markl, V.; Hellerstein, J. M.; and Abouzied, A., editors. ACM. 2025.
Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025 [link]Paper   doi   link   bibtex  
The Free Termination Property of Queries Over Time. Power, C.; Koutris, P.; and Hellerstein, J. M. CoRR, abs/2502.00222. 2025.
The Free Termination Property of Queries Over Time [link]Paper   doi   link   bibtex  
The Cambridge Report on Database Research. Ailamaki, A.; Madden, S.; Abadi, D.; Alonso, G.; Amer-Yahia, S.; Balazinska, M.; Bernstein, P. A.; Boncz, P. A.; Cafarella, M. J.; Chaudhuri, S.; Davidson, S. B.; DeWitt, D. J.; Diao, Y.; Dong, X. L.; Franklin, M. J.; Freire, J.; Gehrke, J.; Halevy, A. Y.; Hellerstein, J. M.; Hill, M. D.; Idreos, S.; Ioannidis, Y. E.; Koch, C.; Kossmann, D.; Kraska, T.; Kumar, A.; Li, G.; Markl, V.; Miller, R. J.; Mohan, C.; Neumann, T.; Ooi, B. C.; Ozcan, F.; Parameswaran, A. G.; Pandis, I.; Patel, J. M.; Pavlo, A.; Porobic, D.; Sanca, V.; Stonebraker, M.; Stoyanovich, J.; Suciu, D.; Tan, W.; Venkataraman, S.; Zaharia, M.; and Zdonik, S. B. CoRR, abs/2504.11259. 2025.
The Cambridge Report on Database Research [link]Paper   doi   link   bibtex  
Steering Semantic Data Processing With DocWrangler. Shankar, S.; Chopra, B.; Hasan, M.; Lee, S.; Hartmann, B.; Hellerstein, J. M.; Parameswaran, A. G.; and Wu, E. CoRR, abs/2504.14764. 2025.
Steering Semantic Data Processing With DocWrangler [link]Paper   doi   link   bibtex  
  2024 (14)
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. Shankar, S.; Garcia, R.; Hellerstein, J. M.; and Parameswaran, A. G. Proc. ACM Hum. Comput. Interact., 8(CSCW1): 1–34. 2024.
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning [link]Paper   doi   link   bibtex  
Optimizing Distributed Protocols with Query Rewrites. Chu, D. C. Y.; Panchapakesan, R.; Laddad, S.; Katahanas, L. E.; Liu, C.; Shivakumar, K.; Crooks, N.; Hellerstein, J. M.; and Howard, H. Proc. ACM Manag. Data, 2(1): 2:1–2:25. 2024.
Optimizing Distributed Protocols with Query Rewrites [link]Paper   doi   link   bibtex  
SkyPIE: A Fast & Accurate Oracle for Object Placement. Bang, T.; Douglas, C.; Crooks, N.; and Hellerstein, J. M. Proc. ACM Manag. Data, 2(1): 55:1–55:27. 2024.
SkyPIE: A Fast & Accurate Oracle for Object Placement [link]Paper   doi   link   bibtex  
PACMMOD Volume 2 Issue 4: Editorial. Agrawal, D.; Abouzied, A.; and Hellerstein, J. M. Proc. ACM Manag. Data, 2(4): 189:1–189:2. 2024.
PACMMOD Volume 2 Issue 4: Editorial [link]Paper   doi   link   bibtex  
PACMMOD V2, N6 (SIGMOD), December 2024: Editorial. Abouzied, A.; Hellerstein, J. M.; and Agrawal, D. Proc. ACM Manag. Data, 2(6): 223:1–223:2. 2024.
PACMMOD V2, N6 (SIGMOD), December 2024: Editorial [link]Paper   doi   link   bibtex  
Learning to Restructure Tables Automatically. Hellerstein, J. M. SIGMOD Rec., 53(1): 75. 2024.
Learning to Restructure Tables Automatically [link]Paper   doi   link   bibtex  
Optimizing the cloud? Don't train models. Build oracles!. Bang, T.; Power, C.; Ameli, S.; Crooks, N.; and Hellerstein, J. M. In 14th Conference on Innovative Data Systems Research, CIDR 2024, Chaminade, HI, USA, January 14-17, 2024, 2024.
Optimizing the cloud? Don't train models. Build oracles! [pdf]Paper   link   bibtex  
Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency. Power, C.; Achalla, S.; Cottone, R.; Macasaet, N.; and Hellerstein, J. M. In Proceedings of the 11th Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024, pages 15–22, 2024.
Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency [link]Paper   doi   link   bibtex  
Bigger, not Badder: Safely Scaling BFT Protocols. Chu, D. C. Y.; Liu, C.; Crooks, N.; Hellerstein, J. M.; and Howard, H. In Proceedings of the 11th Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024, pages 30–36, 2024.
Bigger, not Badder: Safely Scaling BFT Protocols [link]Paper   doi   link   bibtex  
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. Shankar, S.; Garcia, R.; Hellerstein, J. M.; and Parameswaran, A. G. CoRR, abs/2403.16795. 2024.
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning [link]Paper   doi   link   bibtex  
Optimizing Distributed Protocols with Query Rewrites [Technical Report]. Chu, D.; Panchapakesan, R.; Laddad, S.; Katahanas, L.; Liu, C.; Shivakumar, K.; Crooks, N.; Hellerstein, J. M.; and Howard, H. CoRR, abs/2404.01593. 2024.
Optimizing Distributed Protocols with Query Rewrites [Technical Report] [link]Paper   doi   link   bibtex  
Suki: Choreographed Distributed Dataflow in Rust. Laddad, S.; Cheung, A.; and Hellerstein, J. M. CoRR, abs/2406.14733. 2024.
Suki: Choreographed Distributed Dataflow in Rust [link]Paper   doi   link   bibtex  
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle. Garcia, R.; Kallanagoudar, P.; Anand, C.; Chasins, S. E.; Hellerstein, J. M.; and Parameswaran, A. G. CoRR, abs/2408.02498. 2024.
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle [link]Paper   doi   link   bibtex  
Flo: a Semantic Foundation for Progressive Stream Processing. Laddad, S.; Cheung, A.; Hellerstein, J. M.; and Milano, M. CoRR, abs/2411.08274. 2024.
Flo: a Semantic Foundation for Progressive Stream Processing [link]Paper   doi   link   bibtex  
  2023 (7)
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance. Wooders, S.; Mo, X.; Narang, A.; Lin, K.; Stoica, I.; Hellerstein, J. M.; Crooks, N.; and Gonzalez, J. E. Proc. VLDB Endow., 17(3): 563–576. 2023.
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance [pdf]Paper   doi   link   bibtex  
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. Hellerstein, J. M.; Laddad, S.; Milano, M.; Power, C.; and Samuel, M. In Proceedings of the 5th workshop on Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems, ApPLIED 2023, Orlando, FL, USA, 19 June 2023, pages 5:1–5:10, 2023.
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs [link]Paper   doi   link   bibtex  
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate. Cheng, A.; Chu, D. C. Y.; Li, T.; Chan, J.; Crooks, N.; Hellerstein, J. M.; Stoica, I.; and Yu, X. In 17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023, pages 419–439, 2023.
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate [link]Paper   link   bibtex  
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. Hellerstein, J. M.; Laddad, S.; Milano, M.; Power, C.; and Samuel, M. CoRR, abs/2305.14614. 2023.
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs [link]Paper   doi   link   bibtex  
Optimizing Stateful Dataflow with Local Rewrites. Laddad, S.; Power, C.; Hou, T.; Cheung, A.; and Hellerstein, J. M. CoRR, abs/2306.10585. 2023.
Optimizing Stateful Dataflow with Local Rewrites [link]Paper   doi   link   bibtex  
Optimizing the cloud? Don't train models. Build oracles!. Bang, T.; Power, C.; Ameli, S.; Crooks, N.; and Hellerstein, J. M. CoRR, abs/2308.06815. 2023.
Optimizing the cloud? Don't train models. Build oracles! [link]Paper   doi   link   bibtex  
Multiversion Hindsight Logging for Continuous Training. Garcia, R.; Dandamudi, A.; Matute, G.; Wan, L.; Gonzalez, J.; Hellerstein, J. M.; and Sen, K. CoRR, abs/2310.07898. 2023.
Multiversion Hindsight Logging for Continuous Training [link]Paper   doi   link   bibtex  
  2022 (10)
The Seattle report on database research. Abadi, D.; Ailamaki, A.; Andersen, D. G.; Bailis, P.; Balazinska, M.; Bernstein, P. A.; Boncz, P. A.; Chaudhuri, S.; Cheung, A.; Doan, A.; Dong, L.; Franklin, M. J.; Freire, J.; Halevy, A. Y.; Hellerstein, J. M.; Idreos, S.; Kossmann, D.; Kraska, T.; Krishnamurthy, S.; Markl, V.; Melnik, S.; Milo, T.; Mohan, C.; Neumann, T.; Ooi, B. C.; Ozcan, F.; Patel, J. M.; Pavlo, A.; Popa, R. A.; Ramakrishnan, R.; Ré, C.; Stonebraker, M.; and Suciu, D. Commun. ACM, 65(8): 72–79. 2022.
The Seattle report on database research [link]Paper   doi   link   bibtex   1 download  
Katara: synthesizing CRDTs with verified lifting. Laddad, S.; Power, C.; Milano, M.; Cheung, A.; and Hellerstein, J. M. Proc. ACM Program. Lang., 6(OOPSLA2): 1349–1377. 2022.
Katara: synthesizing CRDTs with verified lifting [link]Paper   doi   link   bibtex  
Cloud Data Systems: What are the Opportunities for the Database Research Community?. Balazinska, M.; Chaudhuri, S.; Doan, A.; Hellerstein, J. M.; Kodavalla, H.; Pandis, I.; and Zaharia, M. Proc. VLDB Endow., 15(12): 3826–3827. 2022.
Cloud Data Systems: What are the Opportunities for the Database Research Community? [pdf]Paper   doi   link   bibtex  
Keep CALM and CRDT On. Laddad, S.; Power, C.; Milano, M.; Cheung, A.; Crooks, N.; and Hellerstein, J. M. Proc. VLDB Endow., 16(4): 856–863. 2022.
Keep CALM and CRDT On [pdf]Paper   doi   link   bibtex  
DIEL: Interactive Visualization Beyond the Here and Now. Wu, Y.; Chang, R.; Hellerstein, J. M.; Satyanarayan, A.; and Wu, E. IEEE Trans. Vis. Comput. Graph., 28(1): 737–746. 2022.
DIEL: Interactive Visualization Beyond the Here and Now [link]Paper   doi   link   bibtex  
Piloting Data Engineering at Berkeley. Hellerstein, J. M.; and Parameswaran, A. G. In Proceedings of the 1st ACM SIGMOD International Workshop on Data Systems Education: Bridging Education Practice with Education Research, DataEd@SIGMOD 2022, 17 June 2022, Philadelphia, PA, USA, pages 38–43, 2022.
Piloting Data Engineering at Berkeley [link]Paper   doi   link   bibtex  
The Sky Above The Clouds. Chasins, S. E.; Cheung, A.; Crooks, N.; Ghodsi, A.; Goldberg, K.; Gonzalez, J. E.; Hellerstein, J. M.; Jordan, M. I.; Joseph, A. D.; Mahoney, M. W.; Parameswaran, A. G.; Patterson, D. A.; Popa, R. A.; Sen, K.; Shenker, S.; Song, D.; and Stoica, I. CoRR, abs/2205.07147. 2022.
The Sky Above The Clouds [link]Paper   doi   link   bibtex  
Synthesizing CRDTs from Sequential Data Types with Verified Lifting. Laddad, S.; Power, C.; Milano, M.; Cheung, A.; and Hellerstein, J. M. CoRR, abs/2205.12425. 2022.
Synthesizing CRDTs from Sequential Data Types with Verified Lifting [link]Paper   doi   link   bibtex  
Operationalizing Machine Learning: An Interview Study. Shankar, S.; Garcia, R.; Hellerstein, J. M.; and Parameswaran, A. G. CoRR, abs/2209.09125. 2022.
Operationalizing Machine Learning: An Interview Study [link]Paper   doi   link   bibtex  
Keep CALM and CRDT On. Laddad, S.; Power, C.; Milano, M.; Cheung, A.; Crooks, N.; and Hellerstein, J. M. CoRR, abs/2210.12605. 2022.
Keep CALM and CRDT On [link]Paper   doi   link   bibtex  
  2021 (14)
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. Xin, D.; Petersohn, D.; Tang, D.; Wu, Y.; Gonzalez, J. E.; Hellerstein, J. M.; Joseph, A. D.; and Parameswaran, A. G. IEEE Data Eng. Bull., 44(1): 66–78. 2021.
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time [pdf]Paper   link   bibtex   2 downloads  
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol. Whittaker, M. J.; Giridharan, N.; Szekeres, A.; Hellerstein, J. M.; Howard, H.; Nawab, F.; and Stoica, I. J. Syst. Res., 1(1). 2021.
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol [link]Paper   doi   link   bibtex  
SoK: A Generalized Multi-Leader State Machine Replication Tutorial. Whittaker, M. J.; Giridharan, N.; Szekeres, A.; Hellerstein, J. M.; and Stoica, I. J. Syst. Res., 1(1). 2021.
SoK: A Generalized Multi-Leader State Machine Replication Tutorial [link]Paper   doi   link   bibtex  
Scaling Replicated State Machines with Compartmentalization. Whittaker, M. J.; Ailijiang, A.; Charapko, A.; Demirbas, M.; Giridharan, N.; Hellerstein, J. M.; Howard, H.; Stoica, I.; and Szekeres, A. Proc. VLDB Endow., 14(11): 2203–2215. 2021.
Scaling Replicated State Machines with Compartmentalization [pdf]Paper   doi   link   bibtex  
Anna: A KVS for Any Scale. Wu, C.; Faleiro, J. M.; Lin, Y.; and Hellerstein, J. M. IEEE Trans. Knowl. Data Eng., 33(2): 344–358. 2021.
Anna: A KVS for Any Scale [link]Paper   doi   link   bibtex  
Autoscaling tiered cloud storage in Anna. Wu, C.; Sreekanti, V.; and Hellerstein, J. M. VLDB J., 30(1): 25–43. 2021.
Autoscaling tiered cloud storage in Anna [link]Paper   doi   link   bibtex  
Interactive checks for coordination avoidance. Whittaker, M. J.; and Hellerstein, J. M. VLDB J., 30(1): 71–92. 2021.
Interactive checks for coordination avoidance [link]Paper   doi   link   bibtex  
New Directions in Cloud Programming. Cheung, A.; Crooks, N.; Hellerstein, J. M.; and Milano, M. In 11th Conference on Innovative Data Systems Research, CIDR 2021, Virtual Event, January 11-15, 2021, Online Proceedings, 2021.
New Directions in Cloud Programming [pdf]Paper   link   bibtex  
Read-Write Quorum Systems Made Practical. Whittaker, M. J.; Charapko, A.; Hellerstein, J. M.; Howard, H.; and Stoica, I. In PaPoC@EuroSys 2021, 8th Workshop on Principles and Practice of Consistency for Distributed Data, Online Event, United Kingdom, April 26, 2021, pages 7:1–7:8, 2021.
Read-Write Quorum Systems Made Practical [link]Paper   doi   link   bibtex  
Serverless Multi-Query Motion Planning for Fog Robotics. Anand, R.; Ichnowski, J.; Wu, C.; Hellerstein, J. M.; Gonzalez, J. E.; and Goldberg, K. In IEEE International Conference on Robotics and Automation, ICRA 2021, Xi'an, China, May 30 - June 5, 2021, pages 7457–7463, 2021.
Serverless Multi-Query Motion Planning for Fog Robotics [link]Paper   doi   link   bibtex  
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.; and Hellerstein, J. M. In 30th USENIX Security Symposium, USENIX Security 2021, August 11-13, 2021, pages 2129–2146, 2021.
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]Paper   link   bibtex  
New Directions in Cloud Programming. Cheung, A.; Crooks, N.; Hellerstein, J. M.; and Milano, M. CoRR, abs/2101.01159. 2021.
New Directions in Cloud Programming [link]Paper   link   bibtex  
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. Xin, D.; Petersohn, D.; Tang, D.; Wu, Y.; Gonzalez, J. E.; Hellerstein, J. M.; Joseph, A. D.; and Parameswaran, A. G. CoRR, abs/2103.02145. 2021.
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time [link]Paper   link   bibtex   2 downloads  
Read-Write Quorum Systems Made Practical. Whittaker, M. J.; Charapko, A.; Hellerstein, J. M.; Howard, H.; and Stoica, I. CoRR, abs/2104.04102. 2021.
Read-Write Quorum Systems Made Practical [link]Paper   link   bibtex  
  2020 (23)
Keeping CALM: when distributed consistency is easy. Hellerstein, J. M.; and Alvaro, P. Commun. ACM, 63(9): 72–81. 2020.
Keeping CALM: when distributed consistency is easy [link]Paper   doi   link   bibtex  
Towards Scalable Dataframe Systems. Petersohn, D.; Ma, W. W.; Lee, D. J. L.; Macke, S.; Xin, D.; Mo, X.; Gonzalez, J.; Hellerstein, J. M.; Joseph, A. D.; and Parameswaran, A. G. Proc. VLDB Endow., 13(11): 2033–2046. 2020.
Towards Scalable Dataframe Systems [pdf]Paper   link   bibtex   7 downloads  
Cloudburst: Stateful Functions-as-a-Service. Sreekanti, V.; Wu, C.; Lin, X. C.; Schleier-Smith, J.; Gonzalez, J.; Hellerstein, J. M.; and Tumanov, A. Proc. VLDB Endow., 13(11): 2438–2452. 2020.
Cloudburst: Stateful Functions-as-a-Service [pdf]Paper   link   bibtex  
Winds from Seattle: Database Research Directions. Bailis, P.; Balazinska, M.; Dong, X. L.; Freire, J.; Ramakrishnan, R.; Stonebraker, M.; and Hellerstein, J. M. Proc. VLDB Endow., 13(12): 3516. 2020.
Winds from Seattle: Database Research Directions [pdf]Paper   doi   link   bibtex  
Hindsight Logging for Model Training. Garcia, R.; Liu, E.; Sreekanti, V.; Yan, B.; Dandamudi, A.; Gonzalez, J.; Hellerstein, J. M.; and Sen, K. Proc. VLDB Endow., 14(4): 682–693. 2020.
Hindsight Logging for Model Training [pdf]Paper   doi   link   bibtex  
Checking Invariant Confluence, In Whole or In Parts. Whittaker, M. J.; and Hellerstein, J. M. SIGMOD Rec., 49(1): 7–14. 2020.
Checking Invariant Confluence, In Whole or In Parts [link]Paper   doi   link   bibtex  
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms. Johnson, N. M.; Near, J. P.; Hellerstein, J. M.; and Song, D. In IEEE European Symposium on Security and Privacy, EuroS&P 2020, Genoa, Italy, September 7-11, 2020, pages 535–551, 2020.
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms [link]Paper   doi   link   bibtex  
A fault-tolerance shim for serverless computing. Sreekanti, V.; Wu, C.; Chhatrapati, S.; Gonzalez, J. E.; Hellerstein, J. M.; and Faleiro, J. M. In EuroSys '20: Fifteenth EuroSys Conference 2020, Heraklion, Greece, April 27-30, 2020, pages 15:1–15:15, 2020.
A fault-tolerance shim for serverless computing [link]Paper   doi   link   bibtex  
Serverless Boom or Bust? An Analysis of Economic Incentives. Lin, X. C.; Gonzalez, J. E.; and Hellerstein, J. M. In 12th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2020, July 13-14, 2020, 2020.
Serverless Boom or Bust? An Analysis of Economic Incentives [link]Paper   link   bibtex  
Transactional Causal Consistency for Serverless Computing. Wu, C.; Sreekanti, V.; and Hellerstein, J. M. In Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020, pages 83–97, 2020.
Transactional Causal Consistency for Serverless Computing [link]Paper   doi   link   bibtex  
B2: Bridging Code and Interactive Visualization in Computational Notebooks. Wu, Y.; Hellerstein, J. M.; and Satyanarayan, A. In UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, Virtual Event, USA, October 20-23, 2020, pages 152–165, 2020.
B2: Bridging Code and Interactive Visualization in Computational Notebooks [link]Paper   doi   link   bibtex  
Facilitating Exploration with Interaction Snapshots under High Latency. Wu, Y.; Chang, R.; Hellerstein, J. M.; and Wu, E. In 31st IEEE Visualization Conference, IEEE VIS 2020 - Short Papers, Virtual Event, USA, October 25-30, 2020, pages 136–140, 2020.
Facilitating Exploration with Interaction Snapshots under High Latency [link]Paper   doi   link   bibtex  
Towards Scalable Dataframe Systems. Petersohn, D.; Ma, W. W.; Lee, D. J. L.; Macke, S.; Xin, D.; Mo, X.; Gonzalez, J. E.; Hellerstein, J. M.; Joseph, A. D.; and Parameswaran, A. G. CoRR, abs/2001.00888. 2020.
Towards Scalable Dataframe Systems [link]Paper   link   bibtex   7 downloads  
Cloudburst: Stateful Functions-as-a-Service. Sreekanti, V.; Wu, C.; Lin, X. C.; Schleier-Smith, J.; Faleiro, J. M.; Gonzalez, J. E.; Hellerstein, J. M.; and Tumanov, A. CoRR, abs/2001.04592. 2020.
Cloudburst: Stateful Functions-as-a-Service [link]Paper   link   bibtex  
Bipartisan Paxos: A Modular State Machine Replication Protocol. Whittaker, M. J.; Giridharan, N.; Szekeres, A.; Hellerstein, J. M.; and Stoica, I. CoRR, abs/2003.00331. 2020.
Bipartisan Paxos: A Modular State Machine Replication Protocol [link]Paper   link   bibtex  
A Fault-Tolerance Shim for Serverless Computing. Sreekanti, V.; Wu, C.; Chhatrapati, S.; Gonzalez, J. E.; Hellerstein, J. M.; and Faleiro, J. M. CoRR, abs/2003.06007. 2020.
A Fault-Tolerance Shim for Serverless Computing [link]Paper   link   bibtex  
Hindsight Logging for Model Training. Garcia, R.; Liu, E.; Sreekanti, V.; Yan, B.; Dandamudi, A.; Gonzalez, J. E.; Hellerstein, J. M.; and Sen, K. CoRR, abs/2006.07357. 2020.
Hindsight Logging for Model Training [link]Paper   link   bibtex  
Optimizing Prediction Serving on Low-Latency Serverless Dataflow. Sreekanti, V.; Subbaraj, H.; Wu, C.; Gonzalez, J. E.; and Hellerstein, J. M. CoRR, abs/2007.05832. 2020.
Optimizing Prediction Serving on Low-Latency Serverless Dataflow [link]Paper   link   bibtex  
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report]. Whittaker, M. J.; Giridharan, N.; Szekeres, A.; Hellerstein, J. M.; Howard, H.; Nawab, F.; and Stoica, I. CoRR, abs/2007.09468. 2020.
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report] [link]Paper   link   bibtex  
A FaaS File System for Serverless Computing. Schleier-Smith, J.; Holz, L.; Pemberton, N.; and Hellerstein, J. M. CoRR, abs/2009.09845. 2020.
A FaaS File System for Serverless Computing [link]Paper   link   bibtex  
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.; and Hellerstein, J. M. CoRR, abs/2010.13752. 2020.
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]Paper   link   bibtex  
Scaling Replicated State Machines with Compartmentalization [Technical Report]. Whittaker, M. J.; Ailijiang, A.; Charapko, A.; Demirbas, M.; Giridharan, N.; Hellerstein, J. M.; Howard, H.; Stoica, I.; and Szekeres, A. CoRR, abs/2012.15762. 2020.
Scaling Replicated State Machines with Compartmentalization [Technical Report] [link]Paper   link   bibtex  
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.; and Hellerstein, J. M. IACR Cryptol. ePrint Arch.,1350. 2020.
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]Paper   link   bibtex  
  2019 (12)
Autoscaling Tiered Cloud Storage in Anna. Wu, C.; Sreekanti, V.; and Hellerstein, J. M. Proc. VLDB Endow., 12(6): 624–638. 2019.
Autoscaling Tiered Cloud Storage in Anna [pdf]Paper   doi   link   bibtex  
Deep Unsupervised Cardinality Estimation. Yang, Z.; Liang, E.; Kamsetty, A.; Wu, C.; Duan, Y.; Chen, X.; Abbeel, P.; Hellerstein, J. M.; Krishnan, S.; and Stoica, I. Proc. VLDB Endow., 13(3): 279–292. 2019.
Deep Unsupervised Cardinality Estimation [pdf]Paper   doi   link   bibtex  
The Seattle Report on Database Research. Abadi, D.; Ailamaki, A.; Andersen, D. G.; Bailis, P.; Balazinska, M.; Bernstein, P. A.; Boncz, P. A.; Chaudhuri, S.; Cheung, A.; Doan, A.; Dong, L.; Franklin, M. J.; Freire, J.; Halevy, A. Y.; Hellerstein, J. M.; Idreos, S.; Kossmann, D.; Kraska, T.; Krishnamurthy, S.; Markl, V.; Melnik, S.; Milo, T.; Mohan, C.; Neumann, T.; Ooi, B. C.; Ozcan, F.; Patel, J. M.; Pavlo, A.; Popa, R. A.; Ramakrishnan, R.; Ré, C.; Stonebraker, M.; and Suciu, D. SIGMOD Rec., 48(4): 44–53. 2019.
The Seattle Report on Database Research [link]Paper   doi   link   bibtex  
Serverless Computing: One Step Forward, Two Steps Back. Hellerstein, J. M.; Faleiro, J. M.; Gonzalez, J.; Schleier-Smith, J.; Sreekanti, V.; Tumanov, A.; and Wu, C. In 9th Biennial Conference on Innovative Data Systems Research, CIDR 2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings, 2019.
Serverless Computing: One Step Forward, Two Steps Back [pdf]Paper   link   bibtex  
CLX: Towards verifiable PBE data transformation. Jin, Z.; Cafarella, M. J.; Jagadish, H. V.; Kandel, S.; Minar, M.; and Hellerstein, J. M. In Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019, pages 265–276, 2019.
CLX: Towards verifiable PBE data transformation [link]Paper   doi   link   bibtex  
Looking back at Postgres. Hellerstein, J. M. In Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, pages 205–224. 2019.
Looking back at Postgres [link]Paper   doi   link   bibtex  
Data Wrangling. Heer, J.; Hellerstein, J. M.; and Kandel, S. In Encyclopedia of Big Data Technologies. 2019.
Data Wrangling [link]Paper   doi   link   bibtex  
Keeping CALM: When Distributed Consistency is Easy. Hellerstein, J. M.; and Alvaro, P. CoRR, abs/1901.01930. 2019.
Keeping CALM: When Distributed Consistency is Easy [link]Paper   link   bibtex  
Looking Back at Postgres. Hellerstein, J. M. CoRR, abs/1901.01973. 2019.
Looking Back at Postgres [link]Paper   link   bibtex  
Selectivity Estimation with Deep Likelihood Models. Yang, Z.; Liang, E.; Kamsetty, A.; Wu, C.; Duan, Y.; Chen, X.; Abbeel, P.; Hellerstein, J. M.; Krishnan, S.; and Stoica, I. CoRR, abs/1905.04278. 2019.
Selectivity Estimation with Deep Likelihood Models [link]Paper   link   bibtex  
DIEL: Transparent Scaling for Interactive Visualization. Wu, Y.; Chang, R.; Wu, E.; and Hellerstein, J. M. CoRR, abs/1907.00062. 2019.
DIEL: Transparent Scaling for Interactive Visualization [link]Paper   link   bibtex  
Programming with Timespans in Interactive Visualizations. Wu, Y.; Chang, R.; Wu, E.; and Hellerstein, J. M. CoRR, abs/1907.00075. 2019.
Programming with Timespans in Interactive Visualizations [link]Paper   link   bibtex  
  2018 (10)
Self-Service Data Preparation: Research to Practice. Hellerstein, J. M.; Heer, J.; and Kandel, S. IEEE Data Eng. Bull., 41(2): 23–34. 2018.
Self-Service Data Preparation: Research to Practice [pdf]Paper   link   bibtex  
Interactive Checks for Coordination Avoidance. Whittaker, M. J.; and Hellerstein, J. M. Proc. VLDB Endow., 12(1): 14–27. 2018.
Interactive Checks for Coordination Avoidance [pdf]Paper   doi   link   bibtex  
Debugging Distributed Systems with Why-Across-Time Provenance. Whittaker, M. J.; Teodoropol, C.; Alvaro, P.; and Hellerstein, J. M. In Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018, pages 333–346, 2018.
Debugging Distributed Systems with Why-Across-Time Provenance [link]Paper   doi   link   bibtex  
Anna: A KVS for Any Scale. Wu, C.; Faleiro, J. M.; Lin, Y.; and Hellerstein, J. M. In 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, pages 401–412, 2018.
Anna: A KVS for Any Scale [link]Paper   doi   link   bibtex  
Generalized Search Tree. Hellerstein, J. M. In Encyclopedia of Database Systems, Second Edition. 2018.
Generalized Search Tree [link]Paper   doi   link   bibtex  
Making Sense of Asynchrony in Interactive Data Visualizations. Wu, Y.; Xu, L.; Chang, R.; Hellerstein, J. M.; and Wu, E. CoRR, abs/1806.01499. 2018.
Making Sense of Asynchrony in Interactive Data Visualizations [link]Paper   link   bibtex  
Learning to Optimize Join Queries With Deep Reinforcement Learning. Krishnan, S.; Yang, Z.; Goldberg, K.; Hellerstein, J. M.; and Stoica, I. CoRR, abs/1808.03196. 2018.
Learning to Optimize Join Queries With Deep Reinforcement Learning [link]Paper   link   bibtex  
Eliminating Boundaries in Cloud Storage with Anna. Wu, C.; Sreekanti, V.; and Hellerstein, J. M. CoRR, abs/1809.00089. 2018.
Eliminating Boundaries in Cloud Storage with Anna [link]Paper   link   bibtex  
Chorus: Differential Privacy via Query Rewriting. Johnson, N. M.; Near, J. P.; Hellerstein, J. M.; and Song, D. CoRR, abs/1809.07750. 2018.
Chorus: Differential Privacy via Query Rewriting [link]Paper   link   bibtex  
Serverless Computing: One Step Forward, Two Steps Back. Hellerstein, J. M.; Faleiro, J. M.; Gonzalez, J. E.; Schleier-Smith, J.; Sreekanti, V.; Tumanov, A.; and Wu, C. CoRR, abs/1812.03651. 2018.
Serverless Computing: One Step Forward, Two Steps Back [link]Paper   link   bibtex  
  2017 (8)
High Performance Transactions via Early Write Visibility. Faleiro, J. M.; Abadi, D.; and Hellerstein, J. M. Proc. VLDB Endow., 10(5): 613–624. 2017.
High Performance Transactions via Early Write Visibility [pdf]Paper   doi   link   bibtex  
Data Tweening: Incremental Visualization of Data Transforms. Khan, M. A.; Xu, L.; Nandi, A.; and Hellerstein, J. M. Proc. VLDB Endow., 10(6): 661–672. 2017.
Data Tweening: Incremental Visualization of Data Transforms [pdf]Paper   doi   link   bibtex  
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms. Khan, M. A.; Xu, L.; Nandi, A.; and Hellerstein, J. M. Proc. VLDB Endow., 10(12): 1953–1956. 2017.
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms [pdf]Paper   doi   link   bibtex  
Blazes: Coordination Analysis and Placement for Distributed Programs. Alvaro, P.; Conway, N.; Hellerstein, J. M.; and Maier, D. ACM Trans. Database Syst., 42(4): 23:1–23:31. 2017.
Blazes: Coordination Analysis and Placement for Distributed Programs [link]Paper   doi   link   bibtex  
Ground: A Data Context Service. Hellerstein, J. M.; Sreekanti, V.; Gonzalez, J. E.; Dalton, J.; Dey, A.; Nag, S.; Ramachandran, K.; Arora, S.; Bhattacharyya, A.; Das, S.; Donsky, M.; Fierro, G.; She, C.; Steinbach, C.; Subramanian, V.; and Sun, E. In 8th Biennial Conference on Innovative Data Systems Research, CIDR 2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings, 2017.
Ground: A Data Context Service [pdf]Paper   link   bibtex  
Indy: a software system for the dense cloud. Wu, C.; Faleiro, J. M.; Lin, Y.; and Hellerstein, J. M. In Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017, pages 650, 2017.
Indy: a software system for the dense cloud [link]Paper   doi   link   bibtex  
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017. Binnig, C.; Hellerstein, J. M.; and Parameswaran, A. G., editors. ACM. 2017.
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017 [link]Paper   doi   link   bibtex  
A Berkeley View of Systems Challenges for AI. Stoica, I.; Song, D.; Popa, R. A.; Patterson, D. A.; Mahoney, M. W.; Katz, R. H.; Joseph, A. D.; Jordan, M. I.; Hellerstein, J. M.; Gonzalez, J. E.; Goldberg, K.; Ghodsi, A.; Culler, D. E.; and Abbeel, P. CoRR, abs/1712.05855. 2017.
A Berkeley View of Systems Challenges for AI [link]Paper   link   bibtex  
  2016 (7)
The Beckman report on database research. Abadi, D.; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; Dean, J.; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.; and Widom, J. Commun. ACM, 59(2): 92–99. 2016.
The Beckman report on database research [link]Paper   doi   link   bibtex  
Scalable Atomic Visibility with RAMP Transactions. Bailis, P.; Fekete, A. D.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. ACM Trans. Database Syst., 41(3): 15:1–15:45. 2016.
Scalable Atomic Visibility with RAMP Transactions [link]Paper   doi   link   bibtex  
Putting logic-based distributed systems on stable grounds. Ameloot, T. J.; den Bussche, J. V.; Marczak, W. R.; Alvaro, P.; and Hellerstein, J. M. Theory Pract. Log. Program., 16(4): 378–417. 2016.
Putting logic-based distributed systems on stable grounds [link]Paper   doi   link   bibtex  
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing. Schleier-Smith, J.; Krogen, E. T.; and Hellerstein, J. M. In Proceedings of the Seventh ACM Symposium on Cloud Computing, Santa Clara, CA, USA, October 5-7, 2016, pages 334–347, 2016.
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing [link]Paper   doi   link   bibtex  
People, Computers, and The Hot Mess of Real Data. Hellerstein, J. M. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pages 7, 2016.
People, Computers, and The Hot Mess of Real Data [link]Paper   doi   link   bibtex  
A DeVIL-ish approach to inconsistency in interactive visualizations. Wu, Y.; Hellerstein, J. M.; and Wu, E. In Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 01, 2016, pages 15, 2016.
A DeVIL-ish approach to inconsistency in interactive visualizations [link]Paper   doi   link   bibtex  
Naughton's Wisconsin Bibliography: A Brief Guide. Hellerstein, J. M. CoRR, abs/1605.05566. 2016.
Naughton's Wisconsin Bibliography: A Brief Guide [link]Paper   link   bibtex  
  2015 (7)
Predictive Interaction for Data Transformation. Heer, J.; Hellerstein, J. M.; and Kandel, S. In Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings, 2015.
Predictive Interaction for Data Transformation [pdf]Paper   link   bibtex  
Data, Technology and the Challenges of Abundance. Hellerstein, J. M. In Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings, 2015.
Data, Technology and the Challenges of Abundance [pdf]Paper   link   bibtex  
Lineage-driven Fault Injection. Alvaro, P.; Rosen, J.; and Hellerstein, J. M. In Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pages 331–346, 2015.
Lineage-driven Fault Injection [link]Paper   doi   link   bibtex  
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. In Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pages 1327–1342, 2015.
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity [link]Paper   doi   link   bibtex  
Readings in Database Systems, 5th Edition. Bailis, P.; Hellerstein, J. M.; and Stonebraker, M., editors. 2015.
Readings in Database Systems, 5th Edition [link]Paper   link   bibtex  
Putting Logic-Based Distributed Systems on Stable Grounds. Ameloot, T. J.; den Bussche, J. V.; Marczak, W. R.; Alvaro, P.; and Hellerstein, J. M. CoRR, abs/1507.05539. 2015.
Putting Logic-Based Distributed Systems on Stable Grounds [link]Paper   link   bibtex  
Asynchronous Complex Analytics in a Distributed Dataflow Architecture. Gonzalez, J. E.; Bailis, P.; Jordan, M. I.; Franklin, M. J.; Hellerstein, J. M.; Ghodsi, A.; and Stoica, I. CoRR, abs/1510.07092. 2015.
Asynchronous Complex Analytics in a Distributed Dataflow Architecture [link]Paper   link   bibtex  
  2014 (9)
Quantifying eventual consistency with PBS. Bailis, P.; Venkataraman, S.; Franklin, M. J.; Hellerstein, J. M.; and Stoica, I. Commun. ACM, 57(8): 93–102. 2014.
Quantifying eventual consistency with PBS [link]Paper   doi   link   bibtex  
Edelweiss: Automatic Storage Reclamation for Distributed Programming. Conway, N.; Alvaro, P.; Andrews, E.; and Hellerstein, J. M. Proc. VLDB Endow., 7(6): 481–492. 2014.
Edelweiss: Automatic Storage Reclamation for Distributed Programming [pdf]Paper   doi   link   bibtex  
Coordination Avoidance in Database Systems. Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. Proc. VLDB Endow., 8(3): 185–196. 2014.
Coordination Avoidance in Database Systems [pdf]Paper   doi   link   bibtex  
The Beckman Report on Database Research. Abadi, D. J.; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; Dean, J.; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.; and Widom, J. SIGMOD Rec., 43(3): 61–70. 2014.
The Beckman Report on Database Research [link]Paper   doi   link   bibtex  
Quantifying eventual consistency with PBS. Bailis, P.; Venkataraman, S.; Franklin, M. J.; Hellerstein, J. M.; and Stoica, I. VLDB J., 23(2): 279–302. 2014.
Quantifying eventual consistency with PBS [link]Paper   doi   link   bibtex  
Blazes: Coordination analysis for distributed programs. Alvaro, P.; Conway, N.; Hellerstein, J. M.; and Maier, D. In IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014, pages 52–63, 2014.
Blazes: Coordination analysis for distributed programs [link]Paper   doi   link   bibtex  
Scalable atomic visibility with RAMP transactions. Bailis, P.; Fekete, A. D.; Hellerstein, J. M.; Ghodsi, A.; and Stoica, I. In International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pages 27–38, 2014.
Scalable atomic visibility with RAMP transactions [link]Paper   doi   link   bibtex  
Coordination-Avoiding Database Systems. Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. CoRR, abs/1402.2237. 2014.
Coordination-Avoiding Database Systems [link]Paper   link   bibtex  
GraphLab: A New Framework For Parallel Machine Learning. Low, Y.; Gonzalez, J. E.; Kyrola, A.; Bickson, D.; Guestrin, C.; and Hellerstein, J. M. CoRR, abs/1408.2041. 2014.
GraphLab: A New Framework For Parallel Machine Learning [link]Paper   link   bibtex  
  2013 (10)
Highly Available Transactions: Virtues and Limitations. Bailis, P.; Davidson, A.; Fekete, A. D.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. Proc. VLDB Endow., 7(3): 181–192. 2013.
Highly Available Transactions: Virtues and Limitations [pdf]Paper   doi   link   bibtex  
Consistency without borders. Alvaro, P.; Bailis, P.; Conway, N.; and Hellerstein, J. M. In ACM Symposium on Cloud Computing, SOCC '13, Santa Clara, CA, USA, October 1-3, 2013, pages 23:1–23:10, 2013.
Consistency without borders [link]Paper   doi   link   bibtex  
HAT, Not CAP: Towards Highly Available Transactions. Bailis, P.; Fekete, A. D.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. In 14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa Ana Pueblo, New Mexico, USA, May 13-15, 2013, 2013.
HAT, Not CAP: Towards Highly Available Transactions [link]Paper   link   bibtex  
BOOM: Experiences in language and tool design for distributed systems (keynote). Hellerstein, J. M. In 2013 28th IEEE/ACM International Conference on Automated Software Engineering, ASE 2013, Silicon Valley, CA, USA, November 11-15, 2013, pages 1, 2013.
BOOM: Experiences in language and tool design for distributed systems (keynote) [link]Paper   doi   link   bibtex  
Learning and verifying quantified boolean queries by example. Abouzied, A.; Angluin, D.; Papadimitriou, C. H.; Hellerstein, J. M.; and Silberschatz, A. In Proceedings of the 32nd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2013, New York, NY, USA - June 22 - 27, 2013, pages 49–60, 2013.
Learning and verifying quantified boolean queries by example [link]Paper   doi   link   bibtex  
Bolt-on causal consistency. Bailis, P.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013, pages 761–772, 2013.
Bolt-on causal consistency [link]Paper   doi   link   bibtex  
PBS at work: advancing data management with consistency metrics. Bailis, P.; Venkataraman, S.; Franklin, M. J.; Hellerstein, J. M.; and Stoica, I. In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013, pages 1113–1116, 2013.
PBS at work: advancing data management with consistency metrics [link]Paper   doi   link   bibtex  
HAT, not CAP: Highly Available Transactions. Bailis, P.; Fekete, A. D.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. CoRR, abs/1302.0309. 2013.
HAT, not CAP: Highly Available Transactions [link]Paper   link   bibtex  
Learning and Verifying Quantified Boolean Queries by Example. Abouzied, A.; Angluin, D.; Papadimitriou, C. H.; Hellerstein, J. M.; and Silberschatz, A. CoRR, abs/1304.4303. 2013.
Learning and Verifying Quantified Boolean Queries by Example [link]Paper   link   bibtex  
Blazes: Coordination Analysis for Distributed Programs. Alvaro, P.; Conway, N.; Hellerstein, J. M.; and Maier, D. CoRR, abs/1309.3324. 2013.
Blazes: Coordination Analysis for Distributed Programs [link]Paper   link   bibtex  
  2012 (16)
Distributed GraphLab: A Framework for Machine Learning in the Cloud. Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.; and Hellerstein, J. M. Proc. VLDB Endow., 5(8): 716–727. 2012.
Distributed GraphLab: A Framework for Machine Learning in the Cloud [pdf]Paper   doi   link   bibtex  
Probabilistically Bounded Staleness for Practical Partial Quorums. Bailis, P.; Venkataraman, S.; Franklin, M. J.; Hellerstein, J. M.; and Stoica, I. Proc. VLDB Endow., 5(8): 776–787. 2012.
Probabilistically Bounded Staleness for Practical Partial Quorums [pdf]Paper   doi   link   bibtex  
The MADlib Analytics Library or MAD Skills, the SQL. Hellerstein, J. M.; Ré, C.; Schoppmann, F.; Wang, D. Z.; Fratkin, E.; Gorajek, A.; Ng, K. S.; Welton, C.; Feng, X.; Li, K.; and Kumar, A. Proc. VLDB Endow., 5(12): 1700–1711. 2012.
The MADlib Analytics Library or MAD Skills, the SQL [pdf]Paper   doi   link   bibtex  
Playful Query Specification with DataPlay. Abouzied, A.; Hellerstein, J. M.; and Silberschatz, A. Proc. VLDB Endow., 5(12): 1938–1941. 2012.
Playful Query Specification with DataPlay [pdf]Paper   doi   link   bibtex  
Enterprise Data Analysis and Visualization: An Interview Study. Kandel, S.; Paepcke, A.; Hellerstein, J. M.; and Heer, J. IEEE Trans. Vis. Comput. Graph., 18(12): 2917–2926. 2012.
Enterprise Data Analysis and Visualization: An Interview Study [link]Paper   doi   link   bibtex  
Profiler: integrated statistical analysis and visualization for data quality assessment. Kandel, S.; Parikh, R.; Paepcke, A.; Hellerstein, J. M.; and Heer, J. In International Working Conference on Advanced Visual Interfaces, AVI 2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings, pages 547–554, 2012.
Profiler: integrated statistical analysis and visualization for data quality assessment [link]Paper   doi   link   bibtex  
Logic and lattices for distributed programming. Conway, N.; Marczak, W. R.; Alvaro, P.; Hellerstein, J. M.; and Maier, D. In ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012, pages 1, 2012.
Logic and lattices for distributed programming [link]Paper   doi   link   bibtex  
The potential dangers of causal consistency and an explicit solution. Bailis, P.; Fekete, A. D.; Ghodsi, A.; Hellerstein, J. M.; and Stoica, I. In ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012, pages 22, 2012.
The potential dangers of causal consistency and an explicit solution [link]Paper   doi   link   bibtex  
Distributed programming and consistency: principles and practice. Alvaro, P.; Conway, N.; and Hellerstein, J. M. In ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012, pages 27, 2012.
Distributed programming and consistency: principles and practice [link]Paper   doi   link   bibtex  
Confluence Analysis for Distributed Programs: A Model-Theoretic Approach. Marczak, W. R.; Alvaro, P.; Conway, N.; Hellerstein, J. M.; and Maier, D. In Datalog in Academia and Industry - Second International Workshop, Datalog 2.0, Vienna, Austria, September 11-13, 2012. Proceedings, pages 135–147, 2012.
Confluence Analysis for Distributed Programs: A Model-Theoretic Approach [link]Paper   doi   link   bibtex  
Shreddr: pipelined paper digitization for low-resource organizations. Chen, K.; Kannan, A.; Yano, Y.; Hellerstein, J. M.; and Parikh, T. S. In ACM Annual Symposium on Computing for Development, ACM DEV '12, Atlanta, GA, USA - March 10 - 11, 2012, pages 3:1–3:10, 2012.
Shreddr: pipelined paper digitization for low-resource organizations [link]Paper   doi   link   bibtex  
BloomUnit: declarative testing for distributed programs. Alvaro, P.; Hutchinson, A.; Conway, N.; Marczak, W. R.; and Hellerstein, J. M. In Proceedings of the Fifth International Workshop on Testing Database Systems, DBTest 2012, Scottsdale, AZ, USA, May 21, 2012, pages 1, 2012.
BloomUnit: declarative testing for distributed programs [link]Paper   doi   link   bibtex  
DataPlay: interactive tweaking and example-driven correction of graphical database queries. Abouzied, A.; Hellerstein, J. M.; and Silberschatz, A. In The 25th Annual ACM Symposium on User Interface Software and Technology, UIST '12, Cambridge, MA, USA, October 7-10, 2012, pages 207–218, 2012.
DataPlay: interactive tweaking and example-driven correction of graphical database queries [link]Paper   doi   link   bibtex  
Distributed GraphLab: A Framework for Machine Learning in the Cloud. Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.; and Hellerstein, J. M. CoRR, abs/1204.6078. 2012.
Distributed GraphLab: A Framework for Machine Learning in the Cloud [link]Paper   link   bibtex  
Probabilistically Bounded Staleness for Practical Partial Quorums. Bailis, P.; Venkataraman, S.; Franklin, M. J.; Hellerstein, J. M.; and Stoica, I. CoRR, abs/1204.6082. 2012.
Probabilistically Bounded Staleness for Practical Partial Quorums [link]Paper   link   bibtex  
The MADlib Analytics Library or MAD Skills, the SQL. Hellerstein, J. M.; Ré, C.; Schoppmann, F.; Wang, D. Z.; Fratkin, E.; Gorajek, A.; Ng, K. S.; Welton, C.; Feng, X.; Li, K.; and Kumar, A. CoRR, abs/1208.4165. 2012.
The MADlib Analytics Library or MAD Skills, the SQL [link]Paper   link   bibtex  
  2011 (9)
Searching for Jim Gray: a technical overview. Hellerstein, J. M.; and Tennenhouse, D. L. Commun. ACM, 54(7): 77–87. 2011.
Searching for Jim Gray: a technical overview [link]Paper   doi   link   bibtex  
Usher: Improving Data Quality with Dynamic Forms. Chen, K.; Chen, H.; Conway, N.; Hellerstein, J. M.; and Parikh, T. S. IEEE Trans. Knowl. Data Eng., 23(8): 1138–1153. 2011.
Usher: Improving Data Quality with Dynamic Forms [link]Paper   doi   link   bibtex  
CommentSpace: structured support for collaborative visual analysis. Willett, W.; Heer, J.; Hellerstein, J. M.; and Agrawala, M. In Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011, pages 3131–3140, 2011.
CommentSpace: structured support for collaborative visual analysis [link]Paper   doi   link   bibtex  
Wrangler: interactive visual specification of data transformation scripts. Kandel, S.; Paepcke, A.; Hellerstein, J. M.; and Heer, J. In Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011, pages 3363–3372, 2011.
Wrangler: interactive visual specification of data transformation scripts [link]Paper   doi   link   bibtex  
Data in the First Mile. Chen, K.; Hellerstein, J. M.; and Parikh, T. S. In Fifth Biennial Conference on Innovative Data Systems Research, CIDR 2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings, pages 203–206, 2011.
Data in the First Mile [pdf]Paper   link   bibtex  
Consistency Analysis in Bloom: a CALM and Collected Approach. Alvaro, P.; Conway, N.; Hellerstein, J. M.; and Marczak, W. R. In Fifth Biennial Conference on Innovative Data Systems Research, CIDR 2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings, pages 249–260, 2011.
Consistency Analysis in Bloom: a CALM and Collected Approach [pdf]Paper   link   bibtex  
FATE and DESTINI: A Framework for Cloud Recovery Testing. Gunawi, H. S.; Do, T.; Joshi, P.; Alvaro, P.; Hellerstein, J. M.; Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Sen, K.; and Borthakur, D. In Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2011, Boston, MA, USA, March 30 - April 1, 2011, 2011.
FATE and DESTINI: A Framework for Cloud Recovery Testing [link]Paper   link   bibtex  
Hybrid in-database inference for declarative information extraction. Wang, D. Z.; Franklin, M. J.; Garofalakis, M. N.; Hellerstein, J. M.; and Wick, M. L. In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, pages 517–528, 2011.
Hybrid in-database inference for declarative information extraction [link]Paper   doi   link   bibtex  
Proactive wrangling: mixed-initiative end-user programming of data transformation scripts. Guo, P. J.; Kandel, S.; Hellerstein, J. M.; and Heer, J. In Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011, pages 65–74, 2011.
Proactive wrangling: mixed-initiative end-user programming of data transformation scripts [link]Paper   doi   link   bibtex  
  2010 (18)
Editorial. Feridun, M.; and Hellerstein, J. M. Comput. Networks, 54(16): 2807–2808. 2010.
Editorial [link]Paper   doi   link   bibtex  
Querying Probabilistic Information Extraction. Wang, D. Z.; Franklin, M. J.; Garofalakis, M. N.; and Hellerstein, J. M. Proc. VLDB Endow., 3(1): 1057–1067. 2010.
Querying Probabilistic Information Extraction [pdf]Paper   doi   link   bibtex  
Letter from the General PC Co-Chair. Hellerstein, J. M. Proc. VLDB Endow., 4(2). 2010.
Letter from the General PC Co-Chair [pdf]Paper   link   bibtex  
The declarative imperative: experiences and conjectures in distributed logic. Hellerstein, J. M. SIGMOD Rec., 39(1): 5–19. 2010.
The declarative imperative: experiences and conjectures in distributed logic [link]Paper   doi   link   bibtex  
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. Meliou, A.; Guestrin, C.; and Hellerstein, J. M. In Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, Buenos Aires, Argentina, May 17-20, 2010, 2010.
Multiresolution Cube Estimators for Sensor Network Aggregate Queries [pdf]Paper   link   bibtex  
Dedalus: Datalog in Time and Space. Alvaro, P.; Marczak, W. R.; Conway, N.; Hellerstein, J. M.; Maier, D.; and Sears, R. In Datalog Reloaded - First International Workshop, Datalog 2010, Oxford, UK, March 16-19, 2010. Revised Selected Papers, pages 262–281, 2010.
Dedalus: Datalog in Time and Space [link]Paper   doi   link   bibtex  
Boom analytics: exploring data-centric, declarative programming for the cloud. Alvaro, P.; Condie, T.; Conway, N.; Elmeleegy, K.; Hellerstein, J. M.; and Sears, R. In European Conference on Computer Systems, Proceedings of the 5th European conference on Computer systems, EuroSys 2010, Paris, France, April 13-16, 2010, pages 223–236, 2010.
Boom analytics: exploring data-centric, declarative programming for the cloud [link]Paper   doi   link   bibtex  
Towards Automatically Checking Thousands of Failures with Micro-specifications. Gunawi, H. S.; Do, T.; Joshi, P.; Hellerstein, J. M.; Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; and Sen, K. In Proceedings of the Sixth Workshop on Hot Topics in System Dependability, HotDep 2010, Vancouver, BC, Canada, October 3, 2010, 2010.
Towards Automatically Checking Thousands of Failures with Micro-specifications [link]Paper   link   bibtex  
Probabilistic declarative information extraction. Wang, D. Z.; Michelakis, E.; Franklin, M. J.; Garofalakis, M. N.; and Hellerstein, J. M. In Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, pages 173–176, 2010.
Probabilistic declarative information extraction [link]Paper   doi   link   bibtex  
USHER: Improving data quality with dynamic forms. Chen, K.; Chen, H.; Conway, N.; Hellerstein, J. M.; and Parikh, T. S. In Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, pages 321–332, 2010.
USHER: Improving data quality with dynamic forms [link]Paper   doi   link   bibtex  
MapReduce Online. Condie, T.; Conway, N.; Alvaro, P.; Hellerstein, J. M.; Elmeleegy, K.; and Sears, R. In Proceedings of the 7th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2010, April 28-30, 2010, San Jose, CA, USA, pages 313–328, 2010.
MapReduce Online [pdf]Paper   link   bibtex  
Datalog redux: experience and conjecture. Hellerstein, J. M. In Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2010, June 6-11, 2010, Indianapolis, Indiana, USA, pages 1–2, 2010.
Datalog redux: experience and conjecture [link]Paper   doi   link   bibtex  
Online aggregation and continuous query support in MapReduce. Condie, T.; Conway, N.; Alvaro, P.; Hellerstein, J. M.; Gerth, J.; Talbot, J.; Elmeleegy, K.; and Sears, R. In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010, pages 1115–1118, 2010.
Online aggregation and continuous query support in MapReduce [link]Paper   doi   link   bibtex  
GraphLab: A New Framework For Parallel Machine Learning. Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.; and Hellerstein, J. M. In UAI 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010, pages 340–349, 2010.
GraphLab: A New Framework For Parallel Machine Learning [link]Paper   link   bibtex  
Designing adaptive feedback for improving data entry accuracy. Chen, K.; Hellerstein, J. M.; and Parikh, T. S. In Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, October 3-6, 2010, pages 239–248, 2010.
Designing adaptive feedback for improving data entry accuracy [link]Paper   doi   link   bibtex  
Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010. Hellerstein, J. M.; Chaudhuri, S.; and Rosenblum, M., editors. ACM. 2010.
Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010 [link]Paper   doi   link   bibtex  
GraphLab: A New Framework for Parallel Machine Learning. Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.; and Hellerstein, J. M. CoRR, abs/1006.4990. 2010.
GraphLab: A New Framework for Parallel Machine Learning [link]Paper   link   bibtex  
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. Meliou, A.; Guestrin, C.; and Hellerstein, J. M. CoRR, abs/1007.3781. 2010.
Multiresolution Cube Estimators for Sensor Network Aggregate Queries [link]Paper   link   bibtex  
  2009 (11)
The Claremont report on database research. Agrawal, R.; Ailamaki, A.; Bernstein, P. A.; Brewer, E. A.; Carey, M. J.; Chaudhuri, S.; Doan, A.; Florescu, D.; Franklin, M. J.; Garcia-Molina, H.; Gehrke, J.; Gruenwald, L.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Korth, H. F.; Kossmann, D.; Madden, S.; Magoulas, R.; Ooi, B. C.; O'Reilly, T.; Ramakrishnan, R.; Sarawagi, S.; Stonebraker, M.; Szalay, A. S.; and Weikum, G. Commun. ACM, 52(6): 56–65. 2009.
The Claremont report on database research [link]Paper   doi   link   bibtex  
Declarative networking. Loo, B. T.; Condie, T.; Garofalakis, M. N.; Gay, D. E.; Hellerstein, J. M.; Maniatis, P.; Ramakrishnan, R.; Roscoe, T.; and Stoica, I. Commun. ACM, 52(11): 87–95. 2009.
Declarative networking [link]Paper   doi   link   bibtex  
MAD Skills: New Analysis Practices for Big Data. Cohen, J.; Dolan, B.; Dunlap, M.; Hellerstein, J. M.; and Welton, C. Proc. VLDB Endow., 2(2): 1481–1492. 2009.
MAD Skills: New Analysis Practices for Big Data [pdf]Paper   doi   link   bibtex  
How Best to Build Web-Scale Data Managers? A Panel Discussion. Abadi, D. J.; Cafarella, M. J.; Hellerstein, J. M.; Kossmann, D.; Madden, S.; and Bernstein, P. A. Proc. VLDB Endow., 2(2): 1647. 2009.
How Best to Build Web-Scale Data Managers? A Panel Discussion [pdf]Paper   doi   link   bibtex  
Data visualization & social data analysis. Heer, J.; and Hellerstein, J. M. Proc. VLDB Endow., 2(2): 1656–1657. 2009.
Data visualization & social data analysis [pdf]Paper   doi   link   bibtex  
I do declare: consensus in a logic language. Alvaro, P.; Condie, T.; Conway, N.; Hellerstein, J. M.; and Sears, R. ACM SIGOPS Oper. Syst. Rev., 43(4): 25–30. 2009.
I do declare: consensus in a logic language [link]Paper   doi   link   bibtex  
Improving data quality with dynamic forms. Chen, K.; Chen, H.; Conway, N.; Dolan, H.; Hellerstein, J. M.; and Parikh, T. S. In 2009 International Conference on Information and Communication Technologies and Development, ICTD 2009, Education City, Doha, Qatar, April 17-19, 2009, pages 487, 2009.
Improving data quality with dynamic forms [link]Paper   doi   link   bibtex  
Automating rendezvous and proxy selection in sensornets. Chu, D.; and Hellerstein, J. M. In Proceedings of the 8th International Conference on Information Processing in Sensor Networks, IPSN 2009, April 13-16, 2009, San Francisco, California, USA, pages 73–84, 2009.
Automating rendezvous and proxy selection in sensornets [link]Paper   link   bibtex  
Approximating sensor network queries using in-network summaries. Meliou, A.; Guestrin, C.; and Hellerstein, J. M. In Proceedings of the 8th International Conference on Information Processing in Sensor Networks, IPSN 2009, April 13-16, 2009, San Francisco, California, USA, pages 229–240, 2009.
Approximating sensor network queries using in-network summaries [link]Paper   link   bibtex  
Parallelizing extensible query optimizers. Waas, F. M.; and Hellerstein, J. M. In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2009, Providence, Rhode Island, USA, June 29 - July 2, 2009, pages 871–878, 2009.
Parallelizing extensible query optimizers [link]Paper   doi   link   bibtex  
Generalized Search Tree. Hellerstein, J. M. In Encyclopedia of Database Systems, pages 1222–1224. 2009.
Generalized Search Tree [link]Paper   doi   link   bibtex  
  2008 (5)
BayesStore: managing large, uncertain data repositories with probabilistic graphical models. Wang, D. Z.; Michelakis, E.; Garofalakis, M. N.; and Hellerstein, J. M. Proc. VLDB Endow., 1(1): 340–351. 2008.
BayesStore: managing large, uncertain data repositories with probabilistic graphical models [pdf]Paper   doi   link   bibtex  
Evita raced: metacompilation for declarative networks. Condie, T.; Chu, D.; Hellerstein, J. M.; and Maniatis, P. Proc. VLDB Endow., 1(1): 1153–1165. 2008.
Evita raced: metacompilation for declarative networks [pdf]Paper   doi   link   bibtex  
The Claremont report on database research. Agrawal, R.; Ailamaki, A.; Bernstein, P. A.; Brewer, E. A.; Carey, M. J.; Chaudhuri, S.; Doan, A.; Florescu, D.; Franklin, M. J.; Garcia-Molina, H.; Gehrke, J.; Gruenwald, L.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Korth, H. F.; Kossmann, D.; Madden, S.; Magoulas, R.; Ooi, B. C.; O'Reilly, T.; Ramakrishnan, R.; Sarawagi, S.; Stonebraker, M.; Szalay, A. S.; and Weikum, G. SIGMOD Rec., 37(3): 9–19. 2008.
The Claremont report on database research [link]Paper   doi   link   bibtex   1 download  
Clock Skew Based Node Identification in Wireless Sensor Networks. Huang, D.; Teng, W.; Wang, C.; Huang, H.; and Hellerstein, J. M. In Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November - 4 December 2008, pages 1877–1881, 2008.
Clock Skew Based Node Identification in Wireless Sensor Networks [link]Paper   doi   link   bibtex  
Optimizing declarative sensornets. Chu, D.; Hellerstein, J. M.; and Lai, T. In Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, SenSys 2008, Raleigh, NC, USA, November 5-7, 2008, pages 403–404, 2008.
Optimizing declarative sensornets [link]Paper   doi   link   bibtex  
  2007 (11)
Thinking Big About Tiny Databases. Franklin, M. J.; Hellerstein, J. M.; and Madden, S. IEEE Data Eng. Bull., 30(3): 37–48. 2007.
Thinking Big About Tiny Databases [pdf]Paper   link   bibtex  
Architecture of a Database System. Hellerstein, J. M.; Stonebraker, M.; and Hamilton, J. R. Found. Trends Databases, 1(2): 141–259. 2007.
Architecture of a Database System [link]Paper   doi   link   bibtex  
A declarative sensornet architecture. Tavakoli, A.; Chu, D.; Hellerstein, J. M.; Levis, P. A.; and Shenker, S. SIGBED Rev., 4(3): 55–60. 2007.
A declarative sensornet architecture [link]Paper   doi   link   bibtex  
Nonmyopic Informative Path Planning in Spatio-Temporal Models. Meliou, A.; Krause, A.; Guestrin, C.; and Hellerstein, J. M. In Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada, pages 602–607, 2007.
Nonmyopic Informative Path Planning in Spatio-Temporal Models [link]Paper   link   bibtex  
Public Health for the Internet (PHI). Hellerstein, J. M.; Condie, T.; Garofalakis, M. N.; Loo, B. T.; Maniatis, P.; Roscoe, T.; and Taft, N. In Third Biennial Conference on Innovative Data Systems Research, CIDR 2007, Asilomar, CA, USA, January 7-10, 2007, Online Proceedings, pages 332–340, 2007.
Public Health for the Internet (PHI) [pdf]Paper   link   bibtex  
Proof Sketches: Verifiable In-Network Aggregation. Garofalakis, M. N.; Hellerstein, J. M.; and Maniatis, P. In Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007, pages 996–1005, 2007.
Proof Sketches: Verifiable In-Network Aggregation [link]Paper   doi   link   bibtex  
Granularity Conscious Modeling for Probabilistic Databases. Michelakis, E.; Wang, D. Z.; Garofalakis, M. N.; and Hellerstein, J. M. In Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA, pages 501–506, 2007.
Granularity Conscious Modeling for Probabilistic Databases [link]Paper   doi   link   bibtex  
Communication-Efficient Online Detection of Network-Wide Anomalies. Huang, L.; Nguyen, X.; Garofalakis, M. N.; Hellerstein, J. M.; Jordan, M. I.; Joseph, A. D.; and Taft, N. In INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA, pages 134–142, 2007.
Communication-Efficient Online Detection of Network-Wide Anomalies [link]Paper   doi   link   bibtex  
The design and implementation of a declarative sensor network system. Chu, D.; Popa, L.; Tavakoli, A.; Hellerstein, J. M.; Levis, P. A.; Shenker, S.; and Stoica, I. In Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, SenSys 2007, Sydney, NSW, Australia, November 6-9, 2007, pages 175–188, 2007.
The design and implementation of a declarative sensor network system [link]Paper   doi   link   bibtex  
Sharing aggregate computation for distributed queries. Huebsch, R.; Garofalakis, M. N.; Hellerstein, J. M.; and Stoica, I. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007, pages 485–496, 2007.
Sharing aggregate computation for distributed queries [link]Paper   doi   link   bibtex  
Enabling Real-Time Querying of Live and Historical Stream Data. Reiss, F.; Stockinger, K.; Wu, K.; Shoshani, A.; and Hellerstein, J. M. In 19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings, pages 28, 2007.
Enabling Real-Time Querying of Live and Historical Stream Data [link]Paper   doi   link   bibtex  
  2006 (11)
Probabilistic Data Management for Pervasive Computing: The \emphData Furnace Project. Garofalakis, M. N.; Brown, K. P.; Franklin, M. J.; Hellerstein, J. M.; Wang, D. Z.; Michelakis, E.; Tancau, L.; Wu, E.; Jeffery, S. R.; and Aipperspach, R. IEEE Data Eng. Bull., 29(1): 57–63. 2006.
Probabilistic Data Management for Pervasive Computing: The \emphData Furnace Project [ps]Paper   link   bibtex  
Approximate Data Collection in Sensor Networks using Probabilistic Models. Chu, D.; Deshpande, A.; Hellerstein, J. M.; and Hong, W. In Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA, pages 48, 2006.
Approximate Data Collection in Sensor Networks using Probabilistic Models [link]Paper   doi   link   bibtex  
Declarative Network Monitoring with an Underprovisioned Query Processor. Reiss, F.; and Hellerstein, J. M. In Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA, pages 56, 2006.
Declarative Network Monitoring with an Underprovisioned Query Processor [link]Paper   doi   link   bibtex  
Data gathering tours in sensor networks. Meliou, A.; Chu, D.; Hellerstein, J. M.; Guestrin, C.; and Hong, W. In Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN 2006, Nashville, Tennessee, USA, April 19-21, 2006, pages 43–50, 2006.
Data gathering tours in sensor networks [link]Paper   doi   link   bibtex  
Sdlib: a sensor network data and communications library for rapid and robust application development. Chu, D.; Lin, K.; Linares, A.; Nguyen, G.; and Hellerstein, J. M. In Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN 2006, Nashville, Tennessee, USA, April 19-21, 2006, pages 432–440, 2006.
Sdlib: a sensor network data and communications library for rapid and robust application development [link]Paper   doi   link   bibtex  
Toward sophisticated detection with distributed triggers. Huang, L.; Garofalakis, M. N.; Hellerstein, J. M.; Joseph, A. D.; and Taft, N. In Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, MineNet 2006, Pisa, Italy, September 15, 2006, pages 311–316, 2006.
Toward sophisticated detection with distributed triggers [link]Paper   doi   link   bibtex  
Induced Churn as Shelter from Routing-Table Poisoning. Condie, T.; Kacholia, V.; Sank, S.; Hellerstein, J. M.; and Maniatis, P. In Proceedings of the Network and Distributed System Security Symposium, NDSS 2006, San Diego, California, USA, 2006.
Induced Churn as Shelter from Routing-Table Poisoning [link]Paper   link   bibtex  
Declarative networking: language, execution and optimization. Loo, B. T.; Condie, T.; Garofalakis, M. N.; Gay, D. E.; Hellerstein, J. M.; Maniatis, P.; Ramakrishnan, R.; Roscoe, T.; and Stoica, I. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006, pages 97–108, 2006.
Declarative networking: language, execution and optimization [link]Paper   doi   link   bibtex  
Adaptive query processing: why, how, when, what next. Deshpande, A.; Hellerstein, J. M.; and Raman, V. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006, pages 806–807, 2006.
Adaptive query processing: why, how, when, what next [link]Paper   doi   link   bibtex  
Compact Histograms for Hierarchical Identifiers. Reiss, F.; Garofalakis, M. N.; and Hellerstein, J. M. In Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, pages 870–881, 2006.
Compact Histograms for Hierarchical Identifiers [link]Paper   link   bibtex  
Entirely Declarative Sensor Network Systems. Chu, D.; Tavakoli, A.; Popa, L.; and Hellerstein, J. M. In Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, pages 1203–1206, 2006.
Entirely Declarative Sensor Network Systems [link]Paper   link   bibtex  
  2005 (13)
The Lowell database research self-assessment. Abiteboul, S.; Agrawal, R.; Bernstein, P. A.; Carey, M. J.; Ceri, S.; Croft, W. B.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gawlick, D.; Gray, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Kersten, M. L.; Pazzani, M. J.; Lesk, M.; Maier, D.; Naughton, J. F.; Schek, H.; Sellis, T. K.; Silberschatz, A.; Stonebraker, M.; Snodgrass, R. T.; Ullman, J. D.; Weikum, G.; Widom, J.; and Zdonik, S. B. Commun. ACM, 48(5): 111–118. 2005.
The Lowell database research self-assessment [link]Paper   doi   link   bibtex  
The Network Oracle. Hellerstein, J. M.; Paxson, V.; Peterson, L. L.; Roscoe, T.; Shenker, S.; and Wetherall, D. IEEE Data Eng. Bull., 28(1): 3–10. 2005.
The Network Oracle [ps]Paper   link   bibtex  
Stonebraker receives IEEE John von Neumann Medal. DeWitt, D. J.; Carey, M. J.; and Hellerstein, J. M. SIGMOD Rec., 34(1): 13–15. 2005.
Stonebraker receives IEEE John von Neumann Medal [link]Paper   doi   link   bibtex  
TinyDB: an acquisitional query processing system for sensor networks. Madden, S.; Franklin, M. J.; Hellerstein, J. M.; and Hong, W. ACM Trans. Database Syst., 30(1): 122–173. 2005.
TinyDB: an acquisitional query processing system for sensor networks [link]Paper   doi   link   bibtex  
Model-based approximate querying in sensor networks. Deshpande, A.; Guestrin, C.; Madden, S.; Hellerstein, J. M.; and Hong, W. VLDB J., 14(4): 417–443. 2005.
Model-based approximate querying in sensor networks [link]Paper   doi   link   bibtex  
The Architecture of PIER: an Internet-Scale Query Processor. Huebsch, R.; Chun, B. N.; Hellerstein, J. M.; Loo, B. T.; Maniatis, P.; Roscoe, T.; Shenker, S.; Stoica, I.; and Yumerefendi, A. R. In Second Biennial Conference on Innovative Data Systems Research, CIDR 2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings, pages 28–43, 2005.
The Architecture of PIER: an Internet-Scale Query Processor [pdf]Paper   link   bibtex  
TASK: sensor network in a box. Buonadonna, P.; Gay, D.; Hellerstein, J. M.; Hong, W.; and Madden, S. In Wireless Sensor Networks, Second European Workshop, EWSN 2005, Istanbul, Turkey, January 31 - February 2, 2005, Proceedings, pages 133–144, 2005.
TASK: sensor network in a box [link]Paper   doi   link   bibtex  
Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ. Reiss, F.; and Hellerstein, J. M. In Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, pages 155–156, 2005.
Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ [link]Paper   doi   link   bibtex  
A case study in building layered DHT applications. Chawathe, Y.; Ramabhadran, S.; Ratnasamy, S.; LaMarca, A.; Shenker, S.; and Hellerstein, J. M. In Proceedings of the ACM SIGCOMM 2005 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Philadelphia, Pennsylvania, USA, August 22-26, 2005, pages 97–108, 2005.
A case study in building layered DHT applications [link]Paper   doi   link   bibtex  
Declarative routing: extensible routing with declarative queries. Loo, B. T.; Hellerstein, J. M.; Stoica, I.; and Ramakrishnan, R. In Proceedings of the ACM SIGCOMM 2005 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Philadelphia, Pennsylvania, USA, August 22-26, 2005, pages 289–300, 2005.
Declarative routing: extensible routing with declarative queries [link]Paper   doi   link   bibtex  
A need for componentized transport protocols. Condie, T.; Hellerstein, J. M.; Maniatis, P.; Rhea, S. C.; and Roscoe, T. In Proceedings of the 20th ACM Symposium on Operating Systems Principles 2005, SOSP 2005, Brighton, UK, October 23-26, 2005, pages 1–2, 2005.
A need for componentized transport protocols [link]Paper   doi   link   bibtex  
Implementing declarative overlays. Loo, B. T.; Condie, T.; Hellerstein, J. M.; Maniatis, P.; Roscoe, T.; and Stoica, I. In Proceedings of the 20th ACM Symposium on Operating Systems Principles 2005, SOSP 2005, Brighton, UK, October 23-26, 2005, pages 75–90, 2005.
Implementing declarative overlays [link]Paper   doi   link   bibtex  
Readings in Database Systems, 4th Edition. Hellerstein, J. M.; and Stonebraker, M., editors. MIT Press, 2005.
Readings in Database Systems, 4th Edition [link]Paper   link   bibtex  
  2004 (12)
Guest Editorial to the special issue on data stream processing. Gehrke, J.; and Hellerstein, J. M. VLDB J., 13(4): 317. 2004.
Guest Editorial to the special issue on data stream processing [link]Paper   doi   link   bibtex  
Optimization of in-network data reduction. Hellerstein, J. M.; and Wang, W. In Proceedings of the 1st Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2004, Toronto, Canada, August 30, 2004, pages 40–47, 2004.
Optimization of in-network data reduction [link]Paper   doi   link   bibtex  
The Case for a Hybrid P2P Search Infrastructure. Loo, B. T.; Huebsch, R.; Stoica, I.; and Hellerstein, J. M. In Peer-to-Peer Systems III, Third International Workshop, IPTPS 2004, La Jolla, CA, USA, February 26-27, 2004, Revised Selected Papers, pages 141–150, 2004.
The Case for a Hybrid P2P Search Infrastructure [link]Paper   doi   link   bibtex  
Design Considerations for Information Planes. Chun, B. N.; and Hellerstein, J. M. In First USENIX Workshop on Real, Large Distributed Systems, WORLDS'04, San Francisco, CA, USA, December 5, 2004, 2004.
Design Considerations for Information Planes [link]Paper   link   bibtex  
Brief announcement: prefix hash tree. Ramabhadran, S.; Ratnasamy, S.; Hellerstein, J. M.; and Shenker, S. In Proceedings of the Twenty-Third Annual ACM Symposium on Principles of Distributed Computing, PODC 2004, St. John's, Newfoundland, Canada, July 25-28, 2004, pages 368, 2004.
Brief announcement: prefix hash tree [link]Paper   doi   link   bibtex  
Highly-Available, Fault-Tolerant, Parallel Dataflows. Shah, M. A.; Hellerstein, J. M.; and Brewer, E. A. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, pages 827–838, 2004.
Highly-Available, Fault-Tolerant, Parallel Dataflows [link]Paper   doi   link   bibtex  
Querying at Internet-Scale. Chun, B. N.; Hellerstein, J. M.; Huebsch, R.; Jeffery, S. R.; Loo, B. T.; Mardanbeigi, S.; Roscoe, T.; Rhea, S. C.; Shenker, S.; and Stoica, I. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, pages 935–936, 2004.
Querying at Internet-Scale [link]Paper   doi   link   bibtex  
Enhancing P2P File-Sharing with an Internet-Scale Query Processor. Loo, B. T.; Hellerstein, J. M.; Huebsch, R.; Shenker, S.; and Stoica, I. In (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 432–443, 2004.
Enhancing P2P File-Sharing with an Internet-Scale Query Processor [pdf]Paper   doi   link   bibtex  
Model-Driven Data Acquisition in Sensor Networks. Deshpande, A.; Guestrin, C.; Madden, S.; Hellerstein, J. M.; and Hong, W. In (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 588–599, 2004.
Model-Driven Data Acquisition in Sensor Networks [pdf]Paper   doi   link   bibtex  
Lifting the Burden of History from Adaptive Query Processing. Deshpande, A.; and Hellerstein, J. M. In (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 948–959, 2004.
Lifting the Burden of History from Adaptive Query Processing [pdf]Paper   doi   link   bibtex  
The Case for Precision Sharing. Krishnamurthy, S.; Franklin, M. J.; Hellerstein, J. M.; and Jacobson, G. In (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 972–986, 2004.
The Case for Precision Sharing [pdf]Paper   doi   link   bibtex  
Architectures and Algorithms for Internet-Scale (P2P) Data Management. Hellerstein, J. M. In (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 1244, 2004.
Architectures and Algorithms for Internet-Scale (P2P) Data Management [pdf]Paper   doi   link   bibtex  
  2003 (14)
TelegraphCQ: An Architectural Status Report. Krishnamurthy, S.; Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; Hellerstein, J. M.; Hong, W.; Madden, S.; Reiss, F.; and Shah, M. A. IEEE Data Eng. Bull., 26(1): 11–18. 2003.
TelegraphCQ: An Architectural Status Report [ps]Paper   link   bibtex  
Amdb: A Design Tool for Access Methods. Kornacker, M.; Shah, M. A.; and Hellerstein, J. M. IEEE Data Eng. Bull., 26(2): 3–11. 2003.
Amdb: A Design Tool for Access Methods [ps]Paper   link   bibtex  
Exposing undergraduate students to database system internals. Ailamaki, A.; and Hellerstein, J. M. SIGMOD Rec., 32(3): 18–20. 2003.
Exposing undergraduate students to database system internals [link]Paper   doi   link   bibtex  
Toward network data independence. Hellerstein, J. M. SIGMOD Rec., 32(3): 34–40. 2003.
Toward network data independence [link]Paper   doi   link   bibtex  
The sensor spectrum: technology, trends, and requirements. Hellerstein, J. M.; Hong, W.; and Madden, S. SIGMOD Rec., 32(4): 22–27. 2003.
The sensor spectrum: technology, trends, and requirements [link]Paper   doi   link   bibtex  
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; Hellerstein, J. M.; Hong, W.; Krishnamurthy, S.; Madden, S.; Raman, V.; Reiss, F.; and Shah, M. A. In First Biennial Conference on Innovative Data Systems Research, CIDR 2003, Asilomar, CA, USA, January 5-8, 2003, Online Proceedings, 2003.
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World [pdf]Paper   link   bibtex  
Flux: An Adaptive Partitioning Operator for Continuous Query Systems. Shah, M. A.; Hellerstein, J. M.; Chandrasekaran, S.; and Franklin, M. J. In Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India, pages 25–36, 2003.
Flux: An Adaptive Partitioning Operator for Continuous Query Systems [link]Paper   doi   link   bibtex  
Using State Modules for Adaptive Query Processing. Raman, V.; Deshpande, A.; and Hellerstein, J. M. In Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India, pages 353–364, 2003.
Using State Modules for Adaptive Query Processing [link]Paper   doi   link   bibtex  
Beyond Average: Toward Sophisticated Sensing with Queries. Hellerstein, J. M.; Hong, W.; Madden, S.; and Stanek, K. In Information Processing in Sensor Networks, Second International Workshop, IPSN 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings, pages 63–79, 2003.
Beyond Average: Toward Sophisticated Sensing with Queries [link]Paper   doi   link   bibtex  
On the Feasibility of Peer-to-Peer Web Indexing and Search. Li, J.; Loo, B. T.; Hellerstein, J. M.; Kaashoek, M. F.; Karger, D. R.; and Morris, R. In Peer-to-Peer Systems II, Second International Workshop, IPTPS 2003, Berkeley, CA, USA, February 21-22,2003, Revised Papers, pages 207–215, 2003.
On the Feasibility of Peer-to-Peer Web Indexing and Search [link]Paper   doi   link   bibtex  
The Design of an Acquisitional Query Processor For Sensor Networks. Madden, S.; Franklin, M. J.; Hellerstein, J. M.; and Hong, W. In Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 9-12, 2003, pages 491–502, 2003.
The Design of an Acquisitional Query Processor For Sensor Networks [link]Paper   doi   link   bibtex  
TelegraphCQ: Continuous Dataflow Processing. Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; Hellerstein, J. M.; Hong, W.; Krishnamurthy, S.; Madden, S.; Reiss, F.; and Shah, M. A. In Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 9-12, 2003, pages 668, 2003.
TelegraphCQ: Continuous Dataflow Processing [link]Paper   doi   link   bibtex  
Querying the Internet with PIER. Huebsch, R.; Hellerstein, J. M.; Lanham, N.; Loo, B. T.; Shenker, S.; and Stoica, I. In Proceedings of 29th International Conference on Very Large Data Bases, VLDB 2003, Berlin, Germany, September 9-12, 2003, pages 321–332, 2003.
Querying the Internet with PIER [pdf]Paper   doi   link   bibtex  
The Lowell Database Research Self Assessment. Abiteboul, S.; Agrawal, R.; Bernstein, P. A.; Carey, M. J.; Ceri, S.; Croft, W. B.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gawlick, D.; Gray, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Kersten, M. L.; Pazzani, M. J.; Lesk, M.; Maier, D.; Naughton, J. F.; Schek, H.; Sellis, T. K.; Silberschatz, A.; Stonebraker, M.; Snodgrass, R. T.; Ullman, J. D.; Weikum, G.; Widom, J.; and Zdonik, S. B. CoRR, cs.DB/0310006. 2003.
The Lowell Database Research Self Assessment [link]Paper   link   bibtex  
  2002 (9)
On a model of indexability and its bounds for range queries. Hellerstein, J. M.; Koutsoupias, E.; Miranker, D. P.; Papadimitriou, C. H.; and Samoladas, V. J. ACM, 49(1): 35–55. 2002.
On a model of indexability and its bounds for range queries [link]Paper   doi   link   bibtex  
Boolean Bounding Predicates for Spatial Access Methods. Thomas, M.; and Hellerstein, J. M. In Database and Expert Systems Applications, 13th International Conference, DEXA 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings, pages 925–934, 2002.
Boolean Bounding Predicates for Spatial Access Methods [link]Paper   doi   link   bibtex  
Decoupled Query Optimization for Federated Database Systems. Deshpande, A.; and Hellerstein, J. M. In Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26 - March 1, 2002, pages 716–727, 2002.
Decoupled Query Optimization for Federated Database Systems [link]Paper   doi   link   bibtex  
Complex Queries in DHT-based Peer-to-Peer Networks. Harren, M.; Hellerstein, J. M.; Huebsch, R.; Loo, B. T.; Shenker, S.; and Stoica, I. In Peer-to-Peer Systems, First International Workshop, IPTPS 2002, Cambridge, MA, USA, March 7-8, 2002, Revised Papers, pages 242–259, 2002.
Complex Queries in DHT-based Peer-to-Peer Networks [link]Paper   doi   link   bibtex  
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks. Madden, S.; Franklin, M. J.; Hellerstein, J. M.; and Hong, W. In 5th Symposium on Operating System Design and Implementation (OSDI 2002), Boston, Massachusetts, USA, December 9-11, 2002, 2002.
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks [link]Paper   link   bibtex  
Continuously adaptive continuous queries over streams. Madden, S.; Shah, M. A.; Hellerstein, J. M.; and Raman, V. In Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002, pages 49–60, 2002.
Continuously adaptive continuous queries over streams [link]Paper   doi   link   bibtex  
Partial results for online query processing. Raman, V.; and Hellerstein, J. M. In Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002, pages 275–286, 2002.
Partial results for online query processing [link]Paper   doi   link   bibtex  
Distributing queries over low-power wireless sensor networks. Madden, S.; and Hellerstein, J. M. In Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002, pages 622, 2002.
Distributing queries over low-power wireless sensor networks [link]Paper   doi   link   bibtex  
Data streams: fresh current or stagnant backwater? (panel). Hellerstein, J. M.; and Widom, J. In Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002, pages 632, 2002.
Data streams: fresh current or stagnant backwater? (panel) [link]Paper   doi   link   bibtex  
  2001 (5)
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System. Shah, M. A.; Madden, S.; Franklin, M. J.; and Hellerstein, J. M. SIGMOD Rec., 30(4): 103–114. 2001.
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System [link]Paper   doi   link   bibtex  
Content Integration for E-Business. Stonebraker, M.; and Hellerstein, J. M. In Proceedings of the 2001 ACM SIGMOD international conference on Management of data, Santa Barbara, CA, USA, May 21-24, 2001, pages 552–560, 2001.
Content Integration for E-Business [link]Paper   doi   link   bibtex  
Online Query Processing. Haas, P. J.; and Hellerstein, J. M. In Proceedings of the 2001 ACM SIGMOD international conference on Management of data, Santa Barbara, CA, USA, May 21-24, 2001, pages 623, 2001.
Online Query Processing [link]Paper   doi   link   bibtex  
Out-of-core build of a topological data structure from polygon soup. McMains, S.; Hellerstein, J. M.; and Séquin, C. H. In Sixth ACM Symposium on Solid Modeling and Applications, Sheraton Inn, Ann Arbor, Michigan, USA, June 4-8, 2001, pages 171–182, 2001.
Out-of-core build of a topological data structure from polygon soup [link]Paper   doi   link   bibtex  
Potter's Wheel: An Interactive Data Cleaning System. Raman, V.; and Hellerstein, J. M. In VLDB 2001, Proceedings of 27th International Conference on Very Large Data Bases, September 11-14, 2001, Roma, Italy, pages 381–390, 2001.
Potter's Wheel: An Interactive Data Cleaning System [pdf]Paper   link   bibtex  
  2000 (7)
Informix under CONTROL: Online Query Processing. Hellerstein, J. M.; Avnur, R.; and Raman, V. Data Min. Knowl. Discov., 4(4): 281–314. 2000.
Informix under CONTROL: Online Query Processing [link]Paper   doi   link   bibtex  
Adaptive Query Processing: Technology in Evolution. Hellerstein, J. M.; Franklin, M. J.; Chandrasekaran, S.; Deshpande, A.; Hildrum, K.; Madden, S.; Raman, V.; and Shah, M. A. IEEE Data Eng. Bull., 23(2): 7–18. 2000.
Adaptive Query Processing: Technology in Evolution [pdf]Paper   link   bibtex  
Online dynamic reordering. Raman, V.; Raman, B.; and Hellerstein, J. M. VLDB J., 9(3): 247–260. 2000.
Online dynamic reordering [link]Paper   doi   link   bibtex  
Creating a Customized Access Method for Blobworld. Thomas, M.; Carson, C.; and Hellerstein, J. M. In Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000, pages 82, 2000.
Creating a Customized Access Method for Blobworld [link]Paper   doi   link   bibtex  
Scalable, Distributed Data Structures for Internet Service Construction. Gribble, S. D.; Brewer, E. A.; Hellerstein, J. M.; and Culler, D. E. In 4th Symposium on Operating System Design and Implementation (OSDI 2000), San Diego, California, USA, October 23-25, 2000, pages 319–332, 2000.
Scalable, Distributed Data Structures for Internet Service Construction [link]Paper   link   bibtex  
Eddies: Continuously Adaptive Query Processing. Avnur, R.; and Hellerstein, J. M. In Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, pages 261–272, 2000.
Eddies: Continuously Adaptive Query Processing [link]Paper   doi   link   bibtex  
Index Research: Forest or Trees? (Panel Abstract). Hellerstein, J. M. In Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, pages 574, 2000.
Index Research: Forest or Trees? (Panel Abstract) [link]Paper   doi   link   bibtex  
  1999 (9)
Interactive data Analysis: The Control Project. Hellerstein, J. M.; Avnur, R.; Chou, A.; Hidber, C.; Olston, C.; Raman, V.; Roth, T.; and Haas, P. J. Computer, 32(8): 51–59. 1999.
Interactive data Analysis: The Control Project [link]Paper   doi   link   bibtex  
Independent, Open Enterprise Data Integration. Hellerstein, J. M.; Stonebraker, M.; and Caccia, R. IEEE Data Eng. Bull., 22(1): 43–49. 1999.
Independent, Open Enterprise Data Integration [ps]Paper   link   bibtex  
Scalable Spreadsheets for Interactive Data Analysis. Raman, V.; Chou, A.; and Hellerstein, J. M. In 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Philadelphia, USA, May 30, 1999, 1999.
Scalable Spreadsheets for Interactive Data Analysis [ps]Paper   link   bibtex  
On the Generation of 2-Dimensional Index Workloads. Hellerstein, J. M.; Hellerstein, L.; and Kollios, G. In Database Theory - ICDT '99, 7th International Conference, Jerusalem, Israel, January 10-12, 1999, Proceedings, pages 113–130, 1999.
On the Generation of 2-Dimensional Index Workloads [link]Paper   doi   link   bibtex  
Cluster I/O with River: Making the Fast Case Common. Arpaci-Dusseau, R. H.; Anderson, E.; Treuhaft, N.; Culler, D. E.; Hellerstein, J. M.; Patterson, D. A.; and Yelick, K. A. In Proceedings of the Sixth Workshop on I/O in Parallel and Distributed Systems, IOPADS 1999, May 5, 1999, Atlanta, GA, USA, pages 10–22, 1999.
Cluster I/O with River: Making the Fast Case Common [link]Paper   doi   link   bibtex  
Ripple Joins for Online Aggregation. Haas, P. J.; and Hellerstein, J. M. In SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA, pages 287–298, 1999.
Ripple Joins for Online Aggregation [link]Paper   doi   link   bibtex  
Amdb: A Visual Access Method Development Tool. Shah, M. A.; Kornacker, M.; and Hellerstein, J. M. In 1999 User Interfaces to Data Intensive Systems, UIDIS 1999, Edinburgh, Scotland, September 5-6, 1999, pages 130–140, 1999.
Amdb: A Visual Access Method Development Tool [link]Paper   doi   link   bibtex  
Blobworld: A System for Region-Based Image Indexing and Retrieval. Carson, C.; Thomas, M.; Belongie, S. J.; Hellerstein, J. M.; and Malik, J. In Visual Information and Information Systems, Third International Conference, VISUAL '99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings, pages 509–516, 1999.
Blobworld: A System for Region-Based Image Indexing and Retrieval [link]Paper   doi   link   bibtex  
Online Dynamic Reordering for Interactive Data Processing. Raman, V.; Raman, B.; and Hellerstein, J. M. In VLDB'99, Proceedings of 25th International Conference on Very Large Data Bases, September 7-10, 1999, Edinburgh, Scotland, UK, pages 709–720, 1999.
Online Dynamic Reordering for Interactive Data Processing [pdf]Paper   link   bibtex  
  1998 (10)
A Case for Intelligent Disks (IDISKs). Keeton, K.; Patterson, D. A.; and Hellerstein, J. M. SIGMOD Rec., 27(3): 42–52. 1998.
A Case for Intelligent Disks (IDISKs) [link]Paper   doi   link   bibtex  
The Asilomar Report on Database Research. Bernstein, P. A.; Brodie, M. L.; Ceri, S.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gray, J.; Held, G.; Hellerstein, J. M.; Jagadish, H. V.; Lesk, M.; Maier, D.; Naughton, J. F.; Pirahesh, H.; Stonebraker, M.; and Ullman, J. D. SIGMOD Rec., 27(4): 74–80. 1998.
The Asilomar Report on Database Research [link]Paper   doi   link   bibtex  
Optimization Techniques for Queries with Expensive Methods. Hellerstein, J. M. ACM Trans. Database Syst., 23(2): 113–157. 1998.
Optimization Techniques for Queries with Expensive Methods [link]Paper   doi   link   bibtex  
The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs. Arpaci-Dusseau, R. H.; Arpaci-Dusseau, A. C.; Culler, D. E.; Hellerstein, J. M.; and Patterson, D. A. In Proceedings of the Fourth International Symposium on High-Performance Computer Architecture, Las Vegas, Nevada, USA, January 31 - February 4, 1998, pages 90–101, 1998.
The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs [link]Paper   doi   link   bibtex  
CONTROL: Continuous Output and Navigation Technology with Refinement On-Line. Avnur, R.; Hellerstein, J. M.; Lo, B.; Olston, C.; Raman, B.; Raman, V.; Roth, T.; and Wylie, K. In SIGMOD 1998, Proceedings ACM SIGMOD International Conference on Management of Data, June 2-4, 1998, Seattle, Washington, USA, pages 567–569, 1998.
CONTROL: Continuous Output and Navigation Technology with Refinement On-Line [link]Paper   doi   link   bibtex  
amdb: An Access Method Debugging Tool. Kornacker, M.; Shah, M. A.; and Hellerstein, J. M. In SIGMOD 1998, Proceedings ACM SIGMOD International Conference on Management of Data, June 2-4, 1998, Seattle, Washington, USA, pages 570–571, 1998.
amdb: An Access Method Debugging Tool [link]Paper   doi   link   bibtex  
Searching for the sorting record: experiences in tuning NOW-Sort. Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Culler, D. E.; Hellerstein, J. M.; and Patterson, D. A. In Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, SPDT '98, Welches, Oregon, USA, pages 124–133, 1998.
Searching for the sorting record: experiences in tuning NOW-Sort [link]Paper   doi   link   bibtex  
VIQING: Visual Interactive Querying. Olston, C.; Stonebraker, M.; Aiken, A.; and Hellerstein, J. M. In Proceedings 1998 IEEE Symposium on Visual Languages, Nova Scotia, Canada, September 1-4, 1998, pages 162–169, 1998.
VIQING: Visual Interactive Querying [link]Paper   doi   link   bibtex  
Readings in Database Systems, Third Edition. Stonebraker, M.; and Hellerstein, J. M., editors. Morgan Kaufmann, 1998.
link   bibtex  
The Asilomar Report on Database Research. Bernstein, P. A.; Brodie, M. L.; Ceri, S.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gray, J.; Held, G.; Hellerstein, J. M.; Jagadish, H. V.; Lesk, M.; Maier, D.; Naughton, J. F.; Pirahesh, H.; Stonebraker, M.; and Ullman, J. D. CoRR, cs.DB/9811013. 1998.
The Asilomar Report on Database Research [link]Paper   link   bibtex  
  1997 (8)
Online Processing Redux. Hellerstein, J. M. IEEE Data Eng. Bull., 20(3): 20–29. 1997.
Online Processing Redux [pdf]Paper   link   bibtex  
Letter from the Special Issue Editor. Hellerstein, J. M. IEEE Data Eng. Bull., 20(4): 2. 1997.
Letter from the Special Issue Editor [pdf]Paper   link   bibtex  
The New Jersey Data Reduction Report. Barbará, D.; DuMouchel, W.; Faloutsos, C.; Haas, P. J.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Johnson, T.; Ng, R. T.; Poosala, V.; Ross, K. A.; and Sevcik, K. C. IEEE Data Eng. Bull., 20(4): 3–45. 1997.
The New Jersey Data Reduction Report [pdf]Paper   link   bibtex  
Towards a Crystal Ball for Data Retrieval. Hellerstein, J. M. In Next Generation Information Technologies and Systems (NGITS '97), Third International Workshop, Neve Ilan, Israel, June 30 - July 3, 1997, 1997.
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On the Analysis of Indexing Schemes. Hellerstein, J. M.; Koutsoupias, E.; and Papadimitriou, C. H. In Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 12-14, 1997, Tucson, Arizona, USA, pages 249–256, 1997.
On the Analysis of Indexing Schemes [link]Paper   doi   link   bibtex  
Concurrency and Recovery in Generalized Search Trees. Kornacker, M.; Mohan, C.; and Hellerstein, J. M. In SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA, pages 62–72, 1997.
Concurrency and Recovery in Generalized Search Trees [link]Paper   doi   link   bibtex  
Online Aggregation. Hellerstein, J. M.; Haas, P. J.; and Wang, H. J. In SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA, pages 171–182, 1997.
Online Aggregation [link]Paper   doi   link   bibtex  
High-Performance Sorting on Networks of Workstations. Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Culler, D. E.; Hellerstein, J. M.; and Patterson, D. A. In SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA, pages 243–254, 1997.
High-Performance Sorting on Networks of Workstations [link]Paper   doi   link   bibtex  
  1996 (3)
Letter from the Special Issue Editor. Hellerstein, J. M. IEEE Data Eng. Bull., 19(4): 2. 1996.
Letter from the Special Issue Editor [pdf]Paper   link   bibtex  
Query Execution Techniques for Caching Expensive Methods. Hellerstein, J. M.; and Naughton, J. F. In Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, Montreal, Quebec, Canada, June 4-6, 1996, pages 423–434, 1996.
Query Execution Techniques for Caching Expensive Methods [link]Paper   doi   link   bibtex  
Cost-Based Optimization for Magic: Algebra and Implementation. Seshadri, P.; Hellerstein, J. M.; Pirahesh, H.; Leung, T. Y. C.; Ramakrishnan, R.; Srivastava, D.; Stuckey, P. J.; and Sudarshan, S. In Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, Montreal, Quebec, Canada, June 4-6, 1996, pages 435–446, 1996.
Cost-Based Optimization for Magic: Algebra and Implementation [link]Paper   doi   link   bibtex  
  1995 (3)
Optimization and Execution Techniques for Queries With Expensive Methods. Hellerstein, J. M. Ph.D. Thesis, University of Wisconsin-Madison, WI, USA, 1995.
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Static Analysis Techniques for Predicting the Behavior of Active Database Rules. Aiken, A.; Hellerstein, J. M.; and Widom, J. ACM Trans. Database Syst., 20(1): 3–41. 1995.
Static Analysis Techniques for Predicting the Behavior of Active Database Rules [link]Paper   doi   link   bibtex  
Generalized Search Trees for Database Systems. Hellerstein, J. M.; Naughton, J. F.; and Pfeffer, A. In VLDB'95, Proceedings of 21th International Conference on Very Large Data Bases, September 11-15, 1995, Zurich, Switzerland, pages 562–573, 1995.
Generalized Search Trees for Database Systems [pdf]Paper   link   bibtex  
  1994 (1)
Practical Predicate Placement. Hellerstein, J. M. In Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994, pages 325–335, 1994.
Practical Predicate Placement [link]Paper   doi   link   bibtex  
  1993 (1)
Predicate Migration: Optimizing Queries with Expensive Predicates. Hellerstein, J. M.; and Stonebraker, M. In Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, DC, USA, May 26-28, 1993, pages 267–276, 1993.
Predicate Migration: Optimizing Queries with Expensive Predicates [link]Paper   doi   link   bibtex  
  1992 (2)
Extensible/Rule Based Query Rewrite Optimization in Starburst. Pirahesh, H.; Hellerstein, J. M.; and Hasan, W. In Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992, pages 39–48, 1992.
Extensible/Rule Based Query Rewrite Optimization in Starburst [link]Paper   doi   link   bibtex  
Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism. Aiken, A.; Widom, J.; and Hellerstein, J. M. In Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992, pages 59–68, 1992.
Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism [link]Paper   doi   link   bibtex  
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