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Joseph M. Hellerstein

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

125

Venues

33

Active years

1992–2026

Best venue rank

A*

Where they publish

Papers

125 indexed papers, newest first.

YearVenueTitleAuthors
2026GPCEStageleft: Multi-stage Programming in Standard Rust.Shadaj Laddad, Mingwei Samuel, Joseph M. Hellerstein
2025CIDRFlow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle.Rolando Garcia, Chithra Anand, Sarah E. Chasins, Joseph M. Hellerstein, Aditya G. Parameswaran
2025ICDTThe Free Termination Property of Queries over Time.Conor Power, Paraschos Koutris, Joseph M. Hellerstein
2025UISTSteering Semantic Data Processing With DocWrangler.Shreya Shankar, Bhavya Chopra, Mawil Hasan, Stephen Lee, Bjoern Hartmann, Joseph M. Hellerstein, Aditya G. Parameswaran, Eugene Wu
2024CIDROptimizing the cloud? Don't train models. Build oracles!Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein
2023OSDITake Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate.Audrey Cheng, David C. Y. Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu
2021CIDRNew Directions in Cloud Programming.Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano
2021EuroSysRead-Write Quorum Systems Made Practical.Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica
2021ICRAServerless Multi-Query Motion Planning for Fog Robotics.Raghav Anand, Jeffrey Ichnowski, Chenggang Wu, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg
2020EuroSysA fault-tolerance shim for serverless computing.Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro
2020SIGMODTransactional Causal Consistency for Serverless Computing.Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein
2020UISTB2: Bridging Code and Interactive Visualization in Computational Notebooks.Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan
2019CIDRServerless Computing: One Step Forward, Two Steps Back.Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
2019EDBTCLX: Towards verifiable PBE data transformation.Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar, Joseph M. Hellerstein
2018CLOUDDebugging Distributed Systems with Why-Across-Time Provenance.Michael J. Whittaker, Cristina Teodoropol, Peter Alvaro, Joseph M. Hellerstein
2018ICDEAnna: A KVS for Any Scale.Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
2017CIDRGround: A Data Context Service.Joseph M. Hellerstein, Vikram Sreekanti, Joseph E. Gonzalez, James Dalton, Akon Dey, Sreyashi Nag, Krishna Ramachandran, Sudhanshu Arora, Arka Bhattacharyya, Shirshanka Das, Mark Donsky, Gabriel Fierro, Chang She, Carl Steinbach, Venkat Subramanian, Eric Sun
2017CLOUDIndy: a software system for the dense cloud.Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein
2016CLOUDReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing.Johann Schleier-Smith, Erik T. Krogen, Joseph M. Hellerstein
2016KDDPeople, Computers, and The Hot Mess of Real Data.Joseph M. Hellerstein
2016SIGMODA DeVIL-ish approach to inconsistency in interactive visualizations.Yifan Wu, Joseph M. Hellerstein, Eugene Wu
2015CIDRPredictive Interaction for Data Transformation.Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel
2015CIDRData, Technology and the Challenges of Abundance.Joseph M. Hellerstein
2015SIGMODLineage-driven Fault Injection.Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein
2015SIGMODFeral Concurrency Control: An Empirical Investigation of Modern Application Integrity.Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2014ICDEBlazes: Coordination analysis for distributed programs.Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2014SIGMODScalable atomic visibility with RAMP transactions.Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
2013CLOUDConsistency without borders.Peter Alvaro, Peter Bailis, Neil Conway, Joseph M. Hellerstein
2013HotOSHAT, Not CAP: Towards Highly Available Transactions.Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013PODSLearning and verifying quantified boolean queries by example.Azza Abouzied, Dana Angluin, Christos H. Papadimitriou, Joseph M. Hellerstein, Avi Silberschatz
2013SIGMODBolt-on causal consistency.Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2013SIGMODPBS at work: advancing data management with consistency metrics.Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012AVIProfiler: integrated statistical analysis and visualization for data quality assessment.Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer
2012CLOUDDistributed programming and consistency: principles and practice.Peter Alvaro, Neil Conway, Joseph M. Hellerstein
2012CLOUDThe potential dangers of causal consistency and an explicit solution.Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2012CLOUDLogic and lattices for distributed programming.Neil Conway, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein, David Maier
2012SIGMODBloomUnit: declarative testing for distributed programs.Peter Alvaro, Andrew Hutchinson, Neil Conway, William R. Marczak, Joseph M. Hellerstein
2012UISTDataPlay: interactive tweaking and example-driven correction of graphical database queries.Azza Abouzied, Joseph M. Hellerstein, Avi Silberschatz
2011CHIWrangler: interactive visual specification of data transformation scripts.Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer
2011CHICommentSpace: structured support for collaborative visual analysis.Wesley Willett, Jeffrey Heer, Joseph M. Hellerstein, Maneesh Agrawala
2011CIDRConsistency Analysis in Bloom: a CALM and Collected Approach.Peter Alvaro, Neil Conway, Joseph M. Hellerstein, William R. Marczak
2011CIDRData in the First Mile.Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh
2011NSDIFATE and DESTINI: A Framework for Cloud Recovery Testing.Haryadi S. Gunawi, Thanh Do, Pallavi Joshi, Peter Alvaro, Joseph M. Hellerstein, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Koushik Sen, Dhruba Borthakur
2011SIGMODHybrid in-database inference for declarative information extraction.Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein, Michael L. Wick
2011UISTProactive wrangling: mixed-initiative end-user programming of data transformation scripts.Philip J. Guo, Sean Kandel, Joseph M. Hellerstein, Jeffrey Heer
2010EuroSysBoom analytics: exploring data-centric, declarative programming for the cloud.Peter Alvaro, Tyson Condie, Neil Conway, Khaled Elmeleegy, Joseph M. Hellerstein, Russell Sears
2010ICDEUSHER: Improving data quality with dynamic forms.Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hellerstein, Tapan S. Parikh
2010ICDEProbabilistic declarative information extraction.Daisy Zhe Wang, Eirinaios Michelakis, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein
2010NSDIMapReduce Online.Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, Khaled Elmeleegy, Russell Sears
2010PODSDatalog redux: experience and conjecture.Joseph M. Hellerstein
2010SIGMODOnline aggregation and continuous query support in MapReduce.Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, John Gerth, Justin Talbot, Khaled Elmeleegy, Russell Sears
2010UAIGraphLab: A New Framework For Parallel Machine Learning.Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
2010UISTDesigning adaptive feedback for improving data entry accuracy.Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh
2009ICTDImproving data quality with dynamic forms.Kuang Chen, Harr Chen, Neil Conway, Heather Dolan, Joseph M. Hellerstein, Tapan S. Parikh
2009SIGMODParallelizing extensible query optimizers.Florian M. Waas, Joseph M. Hellerstein
2008GLOBECOMClock Skew Based Node Identification in Wireless Sensor Networks.Ding-Jie Huang, Wei-Chung Teng, Chih-Yuan Wang, Hsuan-Yu Huang, Joseph M. Hellerstein
2008SENSYSOptimizing declarative sensornets.David Chu, Joseph M. Hellerstein, Tsung-Te Lai
2007AAAINonmyopic Informative Path Planning in Spatio-Temporal Models.Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein
2007CIDRPublic Health for the Internet (PHI).Joseph M. Hellerstein, Tyson Condie, Minos N. Garofalakis, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Nina Taft
2007ICDEProof Sketches: Verifiable In-Network Aggregation.Minos N. Garofalakis, Joseph M. Hellerstein, Petros Maniatis
2007ICDMGranularity Conscious Modeling for Probabilistic Databases.Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Garofalakis, Joseph M. Hellerstein
2007INFOCOMCommunication-Efficient Online Detection of Network-Wide Anomalies.Ling Huang, XuanLong Nguyen, Minos N. Garofalakis, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Nina Taft
2007SIGMODSharing aggregate computation for distributed queries.Ryan Huebsch, Minos N. Garofalakis, Joseph M. Hellerstein, Ion Stoica
2007SENSYSThe design and implementation of a declarative sensor network system.David Chu, Lucian Popa, Arsalan Tavakoli, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker, Ion Stoica
2007SSDBMEnabling Real-Time Querying of Live and Historical Stream Data.Frederick Reiss, Kurt Stockinger, Kesheng Wu, Arie Shoshani, Joseph M. Hellerstein
2006ICDEApproximate Data Collection in Sensor Networks using Probabilistic Models.David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong
2006ICDEDeclarative Network Monitoring with an Underprovisioned Query Processor.Frederick Reiss, Joseph M. Hellerstein
2006NDSSInduced Churn as Shelter from Routing-Table Poisoning.Tyson Condie, Varun Kacholia, Sriram Sank, Joseph M. Hellerstein, Petros Maniatis
2006SIGMODAdaptive query processing: why, how, when, what next.Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman
2006SIGMODDeclarative networking: language, execution and optimization.Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica
2006VLDBEntirely Declarative Sensor Network Systems.David Chu, Arsalan Tavakoli, Lucian Popa, Joseph M. Hellerstein
2006VLDBCompact Histograms for Hierarchical Identifiers.Frederick Reiss, Minos N. Garofalakis, Joseph M. Hellerstein
2005CIDRThe Architecture of PIER: an Internet-Scale Query Processor.Ryan Huebsch, Brent N. Chun, Joseph M. Hellerstein, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Scott Shenker, Ion Stoica, Aydan R. Yumerefendi
2005EWSNTASK: sensor network in a box.Philip Buonadonna, David Gay, Joseph M. Hellerstein, Wei Hong, Samuel Madden
2005ICDEData Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ.Frederick Reiss, Joseph M. Hellerstein
2005SIGCOMMA case study in building layered DHT applications.Yatin Chawathe, Sriram Ramabhadran, Sylvia Ratnasamy, Anthony LaMarca, Scott Shenker, Joseph M. Hellerstein
2005SIGCOMMDeclarative routing: extensible routing with declarative queries.Boon Thau Loo, Joseph M. Hellerstein, Ion Stoica, Raghu Ramakrishnan
2005SOSPA need for componentized transport protocols.Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Sean C. Rhea, Timothy Roscoe
2005SOSPImplementing declarative overlays.Boon Thau Loo, Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Timothy Roscoe, Ion Stoica
2004OSDIDesign Considerations for Information Planes.Brent N. Chun, Joseph M. Hellerstein
2004PODCBrief announcement: prefix hash tree.Sriram Ramabhadran, Sylvia Ratnasamy, Joseph M. Hellerstein, Scott Shenker
2004SIGMODQuerying at Internet-Scale.Brent N. Chun, Joseph M. Hellerstein, Ryan Huebsch, Shawn R. Jeffery, Boon Thau Loo, Sam Mardanbeigi, Timothy Roscoe, Sean C. Rhea, Scott Shenker, Ion Stoica
2004SIGMODHighly-Available, Fault-Tolerant, Parallel Dataflows.Mehul A. Shah, Joseph M. Hellerstein, Eric A. Brewer
2004VLDBModel-Driven Data Acquisition in Sensor Networks.Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2004VLDBLifting the Burden of History from Adaptive Query Processing.Amol Deshpande, Joseph M. Hellerstein
2004VLDBArchitectures and Algorithms for Internet-Scale (P2P) Data Management.Joseph M. Hellerstein
2004VLDBThe Case for Precision Sharing.Sailesh Krishnamurthy, Michael J. Franklin, Joseph M. Hellerstein, Garrett Jacobson
2004VLDBEnhancing P2P File-Sharing with an Internet-Scale Query Processor.Boon Thau Loo, Joseph M. Hellerstein, Ryan Huebsch, Scott Shenker, Ion Stoica
2003CIDRTelegraphCQ: Continuous Dataflow Processing for an Uncertain World.Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah
2003ICDEUsing State Modules for Adaptive Query Processing.Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein
2003ICDEFlux: An Adaptive Partitioning Operator for Continuous Query Systems.Mehul A. Shah, Joseph M. Hellerstein, Sirish Chandrasekaran, Michael J. Franklin
2003SIGMODTelegraphCQ: Continuous Dataflow Processing.Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003SIGMODThe Design of an Acquisitional Query Processor For Sensor Networks.Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2003VLDBQuerying the Internet with PIER.Ryan Huebsch, Joseph M. Hellerstein, Nick Lanham, Boon Thau Loo, Scott Shenker, Ion Stoica
2002DEXABoolean Bounding Predicates for Spatial Access Methods.Megan Thomas, Joseph M. Hellerstein
2002ICDEDecoupled Query Optimization for Federated Database Systems.Amol Deshpande, Joseph M. Hellerstein
2002OSDITAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks.Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2002SIGMODData streams: fresh current or stagnant backwater? (panel).Joseph M. Hellerstein, Jennifer Widom
2002SIGMODDistributing queries over low-power wireless sensor networks.Samuel Madden, Joseph M. Hellerstein
2002SIGMODContinuously adaptive continuous queries over streams.Samuel Madden, Mehul A. Shah, Joseph M. Hellerstein, Vijayshankar Raman
2002SIGMODPartial results for online query processing.Vijayshankar Raman, Joseph M. Hellerstein
2001SIGMODOnline Query Processing.Peter J. Haas, Joseph M. Hellerstein
2001SIGMODContent Integration for E-Business.Michael Stonebraker, Joseph M. Hellerstein
2001VLDBPotter's Wheel: An Interactive Data Cleaning System.Vijayshankar Raman, Joseph M. Hellerstein
2000ICDECreating a Customized Access Method for Blobworld.Megan Thomas, Chad Carson, Joseph M. Hellerstein
2000OSDIScalable, Distributed Data Structures for Internet Service Construction.Steven D. Gribble, Eric A. Brewer, Joseph M. Hellerstein, David E. Culler
2000SIGMODIndex Research: Forest or Trees? (Panel Abstract).Joseph M. Hellerstein
2000SIGMODEddies: Continuously Adaptive Query ProcessingRon Avnur, Joseph M. Hellerstein
1999ICDTOn the Generation of 2-Dimensional Index Workloads.Joseph M. Hellerstein, Lisa Hellerstein, George Kollios
1999SIGMODRipple Joins for Online Aggregation.Peter J. Haas, Joseph M. Hellerstein
1999VLDBOnline Dynamic Reordering for Interactive Data Processing.Vijayshankar Raman, Bhaskaran Raman, Joseph M. Hellerstein
1998HPCAThe Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs.Remzi H. Arpaci-Dusseau, Andrea C. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson
1998SIGMODCONTROL: Continuous Output and Navigation Technology with Refinement On-Line.Ron Avnur, Joseph M. Hellerstein, Bruce Lo, Chris Olston, Bhaskaran Raman, Vijayshankar Raman, Tali Roth, Kirk Wylie
1998SIGMODamdb: An Access Method Debugging Tool.Marcel Kornacker, Mehul A. Shah, Joseph M. Hellerstein
1997PODSOn the Analysis of Indexing Schemes.Joseph M. Hellerstein, Elias Koutsoupias, Christos H. Papadimitriou
1997SIGMODHigh-Performance Sorting on Networks of Workstations.Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson
1997SIGMODOnline Aggregation.Joseph M. Hellerstein, Peter J. Haas, Helen J. Wang
1997SIGMODConcurrency and Recovery in Generalized Search Trees.Marcel Kornacker, C. Mohan, Joseph M. Hellerstein
1996SIGMODQuery Execution Techniques for Caching Expensive Methods.Joseph M. Hellerstein, Jeffrey F. Naughton
1996SIGMODCost-Based Optimization for Magic: Algebra and Implementation.Praveen Seshadri, Joseph M. Hellerstein, Hamid Pirahesh, T. Y. Cliff Leung, Raghu Ramakrishnan, Divesh Srivastava, Peter J. Stuckey, S. Sudarshan
1995VLDBGeneralized Search Trees for Database Systems.Joseph M. Hellerstein, Jeffrey F. Naughton, Avi Pfeffer
1994SIGMODPractical Predicate Placement.Joseph M. Hellerstein
1993SIGMODPredicate Migration: Optimizing Queries with Expensive Predicates.Joseph M. Hellerstein, Michael Stonebraker
1992SIGMODBehavior of Database Production Rules: Termination, Confluence, and Observable Determinism.Alexander Aiken, Jennifer Widom, Joseph M. Hellerstein
1992SIGMODExtensible/Rule Based Query Rewrite Optimization in Starburst.Hamid Pirahesh, Joseph M. Hellerstein, Waqar Hasan