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ORCIDJoseph M. Hellerstein
Person information
- affiliation: University of California, Berkeley, CA, USA
- affiliation (PhD): University of Wisconsin-Madison, Madison, WI, USA
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Books and Theses
- 1995
[b1]Joseph M. Hellerstein:
Optimization and Execution Techniques for Queries With Expensive Methods. University of Wisconsin-Madison, WI, USA, Technical Report / University of Wisconsin, Madison / Computer Sciences Department 1304, 1995, pp. I-XII, 1-102
Journal Articles
- 2023
- [j87]Sarah Wooders, Xiangxi Mo, Amit Narang, Kevin Lin, Ion Stoica, Joseph M. Hellerstein, Natacha Crooks, Joseph E. Gonzalez:
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance. Proc. VLDB Endow. 17(3): 563-576 (2023) - 2022
- [j86]Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung
, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu:
The Seattle report on database research. Commun. ACM 65(8): 72-79 (2022) - [j85]Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein:
Katara: synthesizing CRDTs with verified lifting. Proc. ACM Program. Lang. 6(OOPSLA2): 1349-1377 (2022) - [j84]Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia:
Cloud Data Systems: What are the Opportunities for the Database Research Community? Proc. VLDB Endow. 15(12): 3826-3827 (2022) - [j83]Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein:
Keep CALM and CRDT On. Proc. VLDB Endow. 16(4): 856-863 (2022) - [j82]Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu:
DIEL: Interactive Visualization Beyond the Here and Now. IEEE Trans. Vis. Comput. Graph. 28(1): 737-746 (2022) - 2021
- [j81]Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. IEEE Data Eng. Bull. 44(1): 66-78 (2021) - [j80]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica:
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol. J. Syst. Res. 1(1) (2021) - [j79]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica:
SoK: A Generalized Multi-Leader State Machine Replication Tutorial. J. Syst. Res. 1(1) (2021) - [j78]Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres:
Scaling Replicated State Machines with Compartmentalization. Proc. VLDB Endow. 14(11): 2203-2215 (2021) - [j77]Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein:
Anna: A KVS for Any Scale. IEEE Trans. Knowl. Data Eng. 33(2): 344-358 (2021) - [j76]Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein:
Autoscaling tiered cloud storage in Anna. VLDB J. 30(1): 25-43 (2021) - [j75]Michael J. Whittaker, Joseph M. Hellerstein:
Interactive checks for coordination avoidance. VLDB J. 30(1): 71-92 (2021) - 2020
- [j74]Joseph M. Hellerstein, Peter Alvaro:
Keeping CALM: when distributed consistency is easy. Commun. ACM 63(9): 72-81 (2020) - [j73]Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Towards Scalable Dataframe Systems. Proc. VLDB Endow. 13(11): 2033-2046 (2020) - [j72]Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Joseph Gonzalez, Joseph M. Hellerstein, Alexey Tumanov:
Cloudburst: Stateful Functions-as-a-Service. Proc. VLDB Endow. 13(11): 2438-2452 (2020) - [j71]Peter Bailis, Magda Balazinska, Xin Luna Dong, Juliana Freire, Raghu Ramakrishnan, Michael Stonebraker, Joseph M. Hellerstein:
Winds from Seattle: Database Research Directions. Proc. VLDB Endow. 13(12): 3516 (2020) - [j70]Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Hindsight Logging for Model Training. Proc. VLDB Endow. 14(4): 682-693 (2020) - [j69]Michael J. Whittaker, Joseph M. Hellerstein:
Checking Invariant Confluence, In Whole or In Parts. SIGMOD Rec. 49(1): 7-14 (2020) - 2019
- [j68]Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein:
Autoscaling Tiered Cloud Storage in Anna. Proc. VLDB Endow. 12(6): 624-638 (2019) - [j67]Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica:
Deep Unsupervised Cardinality Estimation. Proc. VLDB Endow. 13(3): 279-292 (2019) - [j66]Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu:
The Seattle Report on Database Research. SIGMOD Rec. 48(4): 44-53 (2019) - 2018
- [j65]Joseph M. Hellerstein, Jeffrey Heer, Sean Kandel:
Self-Service Data Preparation: Research to Practice. IEEE Data Eng. Bull. 41(2): 23-34 (2018) - [j64]Michael J. Whittaker, Joseph M. Hellerstein:
Interactive Checks for Coordination Avoidance. Proc. VLDB Endow. 12(1): 14-27 (2018) - 2017
- [j63]Jose M. Faleiro, Daniel Abadi, Joseph M. Hellerstein:
High Performance Transactions via Early Write Visibility. Proc. VLDB Endow. 10(5): 613-624 (2017) - [j62]Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein:
Data Tweening: Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10(6): 661-672 (2017) - [j61]Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph M. Hellerstein:
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms. Proc. VLDB Endow. 10(12): 1953-1956 (2017) - [j60]Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier:
Blazes: Coordination Analysis and Placement for Distributed Programs. ACM Trans. Database Syst. 42(4): 23:1-23:31 (2017) - 2016
- [j59]Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman report on database research. Commun. ACM 59(2): 92-99 (2016) - [j58]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Scalable Atomic Visibility with RAMP Transactions. ACM Trans. Database Syst. 41(3): 15:1-15:45 (2016) - [j57]Tom J. Ameloot, Jan Van den Bussche, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein:
Putting logic-based distributed systems on stable grounds. Theory Pract. Log. Program. 16(4): 378-417 (2016) - 2014
- [j56]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Quantifying eventual consistency with PBS. Commun. ACM 57(8): 93-102 (2014) - [j55]Neil Conway, Peter Alvaro, Emily Andrews, Joseph M. Hellerstein:
Edelweiss: Automatic Storage Reclamation for Distributed Programming. Proc. VLDB Endow. 7(6): 481-492 (2014) - [j54]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Coordination Avoidance in Database Systems. Proc. VLDB Endow. 8(3): 185-196 (2014) - [j53]Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman Report on Database Research. SIGMOD Rec. 43(3): 61-70 (2014) - [j52]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Quantifying eventual consistency with PBS. VLDB J. 23(2): 279-302 (2014) - 2013
- [j51]Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Highly Available Transactions: Virtues and Limitations. Proc. VLDB Endow. 7(3): 181-192 (2013) - 2012
- [j50]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
Distributed GraphLab: A Framework for Machine Learning in the Cloud. Proc. VLDB Endow. 5(8): 716-727 (2012) - [j49]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Probabilistically Bounded Staleness for Practical Partial Quorums. Proc. VLDB Endow. 5(8): 776-787 (2012) - [j48]Joseph M. Hellerstein, Christopher Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar:
The MADlib Analytics Library or MAD Skills, the SQL. Proc. VLDB Endow. 5(12): 1700-1711 (2012) - [j47]Azza Abouzied, Joseph M. Hellerstein, Avi Silberschatz:
Playful Query Specification with DataPlay. Proc. VLDB Endow. 5(12): 1938-1941 (2012) - [j46]Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer:
Enterprise Data Analysis and Visualization: An Interview Study. IEEE Trans. Vis. Comput. Graph. 18(12): 2917-2926 (2012) - 2011
- [j45]Joseph M. Hellerstein, David L. Tennenhouse:
Searching for Jim Gray: a technical overview. Commun. ACM 54(7): 77-87 (2011) - [j44]Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hellerstein, Tapan S. Parikh:
Usher: Improving Data Quality with Dynamic Forms. IEEE Trans. Knowl. Data Eng. 23(8): 1138-1153 (2011) - 2010
- [j43]Metin Feridun, Joseph M. Hellerstein:
Editorial. Comput. Networks 54(16): 2807-2808 (2010) - [j42]Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein:
Querying Probabilistic Information Extraction. Proc. VLDB Endow. 3(1): 1057-1067 (2010) - [j41]Joseph M. Hellerstein:
Letter from the General PC Co-Chair. Proc. VLDB Endow. 4(2) (2010) - [j40]Joseph M. Hellerstein:
The declarative imperative: experiences and conjectures in distributed logic. SIGMOD Rec. 39(1): 5-19 (2010) - 2009
- [j39]Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. Commun. ACM 52(6): 56-65 (2009) - [j38]Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica:
Declarative networking. Commun. ACM 52(11): 87-95 (2009) - [j37]Jeffrey Cohen, Brian Dolan, Mark Dunlap, Joseph M. Hellerstein, Caleb Welton:
MAD Skills: New Analysis Practices for Big Data. Proc. VLDB Endow. 2(2): 1481-1492 (2009) - [j36]Daniel J. Abadi, Michael J. Cafarella, Joseph M. Hellerstein, Donald Kossmann, Samuel Madden, Philip A. Bernstein:
How Best to Build Web-Scale Data Managers? A Panel Discussion. Proc. VLDB Endow. 2(2): 1647 (2009) - [j35]Jeffrey Heer, Joseph M. Hellerstein:
Data visualization & social data analysis. Proc. VLDB Endow. 2(2): 1656-1657 (2009) - [j34]Peter Alvaro, Tyson Condie, Neil Conway, Joseph M. Hellerstein, Russell Sears:
I do declare: consensus in a logic language. ACM SIGOPS Oper. Syst. Rev. 43(4): 25-30 (2009) - 2008
- [j33]Daisy Zhe Wang, Eirinaios Michelakis, Minos N. Garofalakis, Joseph M. Hellerstein:
BayesStore: managing large, uncertain data repositories with probabilistic graphical models. Proc. VLDB Endow. 1(1): 340-351 (2008) - [j32]Tyson Condie, David Chu, Joseph M. Hellerstein, Petros Maniatis:
Evita raced: metacompilation for declarative networks. Proc. VLDB Endow. 1(1): 1153-1165 (2008) - [j31]Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. SIGMOD Rec. 37(3): 9-19 (2008) - 2007
- [j30]Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden:
Thinking Big About Tiny Databases. IEEE Data Eng. Bull. 30(3): 37-48 (2007) - [j29]Joseph M. Hellerstein, Michael Stonebraker, James R. Hamilton:
Architecture of a Database System. Found. Trends Databases 1(2): 141-259 (2007) - [j28]Arsalan Tavakoli, David Chu, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker:
A declarative sensornet architecture. SIGBED Rev. 4(3): 55-60 (2007) - 2006
- [j27]Minos N. Garofalakis, Kurt P. Brown, Michael J. Franklin, Joseph M. Hellerstein, Daisy Zhe Wang, Eirinaios Michelakis, Liviu Tancau, Eugene Wu, Shawn R. Jeffery, Ryan Aipperspach:
Probabilistic Data Management for Pervasive Computing: The Data Furnace Project. IEEE Data Eng. Bull. 29(1): 57-63 (2006) - 2005
- [j26]Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik:
The Lowell database research self-assessment. Commun. ACM 48(5): 111-118 (2005) - [j25]Joseph M. Hellerstein, Vern Paxson, Larry L. Peterson, Timothy Roscoe, Scott Shenker, David Wetherall:
The Network Oracle. IEEE Data Eng. Bull. 28(1): 3-10 (2005) - [j24]David J. DeWitt, Michael J. Carey, Joseph M. Hellerstein:
Stonebraker receives IEEE John von Neumann Medal. SIGMOD Rec. 34(1): 13-15 (2005) - [j23]Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
TinyDB: an acquisitional query processing system for sensor networks. ACM Trans. Database Syst. 30(1): 122-173 (2005) - [j22]Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong:
Model-based approximate querying in sensor networks. VLDB J. 14(4): 417-443 (2005) - 2004
- [j21]Johannes Gehrke, Joseph M. Hellerstein:
Guest Editorial to the special issue on data stream processing. VLDB J. 13(4): 317 (2004) - 2003
- [j20]Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah:
TelegraphCQ: An Architectural Status Report. IEEE Data Eng. Bull. 26(1): 11-18 (2003) - [j19]Marcel Kornacker, Mehul A. Shah, Joseph M. Hellerstein:
Amdb: A Design Tool for Access Methods. IEEE Data Eng. Bull. 26(2): 3-11 (2003) - [j18]Anastassia Ailamaki, Joseph M. Hellerstein:
Exposing undergraduate students to database system internals. SIGMOD Rec. 32(3): 18-20 (2003) - [j17]Joseph M. Hellerstein:
Toward network data independence. SIGMOD Rec. 32(3): 34-40 (2003) - [j16]Joseph M. Hellerstein, Wei Hong, Samuel Madden:
The sensor spectrum: technology, trends, and requirements. SIGMOD Rec. 32(4): 22-27 (2003) - 2002
- [j15]Joseph M. Hellerstein, Elias Koutsoupias, Daniel P. Miranker, Christos H. Papadimitriou, Vasilis Samoladas:
On a model of indexability and its bounds for range queries. J. ACM 49(1): 35-55 (2002) - 2001
- [j14]Mehul A. Shah, Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein:
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System. SIGMOD Rec. 30(4): 103-114 (2001) - 2000
- [j13]Joseph M. Hellerstein, Ron Avnur, Vijayshankar Raman:
Informix under CONTROL: Online Query Processing. Data Min. Knowl. Discov. 4(4): 281-314 (2000) - [j12]Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah:
Adaptive Query Processing: Technology in Evolution. IEEE Data Eng. Bull. 23(2): 7-18 (2000) - [j11]Vijayshankar Raman, Bhaskaran Raman, Joseph M. Hellerstein:
Online dynamic reordering. VLDB J. 9(3): 247-260 (2000) - 1999
- [j10]Joseph M. Hellerstein, Ron Avnur, Andy Chou, Christian Hidber, Chris Olston, Vijayshankar Raman, Tali Roth, Peter J. Haas:
Interactive data Analysis: The Control Project. Computer 32(8): 51-59 (1999) - [j9]Joseph M. Hellerstein, Michael Stonebraker, Rick Caccia:
Independent, Open Enterprise Data Integration. IEEE Data Eng. Bull. 22(1): 43-49 (1999) - 1998
- [j8]Kimberly Keeton, David A. Patterson, Joseph M. Hellerstein:
A Case for Intelligent Disks (IDISKs). SIGMOD Rec. 27(3): 42-52 (1998) - [j7]Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman:
The Asilomar Report on Database Research. SIGMOD Rec. 27(4): 74-80 (1998) - [j6]Joseph M. Hellerstein:
Optimization Techniques for Queries with Expensive Methods. ACM Trans. Database Syst. 23(2): 113-157 (1998) - 1997
- [j5]Joseph M. Hellerstein:
Online Processing Redux. IEEE Data Eng. Bull. 20(3): 20-29 (1997) - [j4]Joseph M. Hellerstein:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 20(4): 2 (1997) - [j3]Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik:
The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45 (1997) - 1996
- [j2]Joseph M. Hellerstein:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 19(4): 2 (1996) - 1995
- [j1]Alexander Aiken, Joseph M. Hellerstein, Jennifer Widom:
Static Analysis Techniques for Predicting the Behavior of Active Database Rules. ACM Trans. Database Syst. 20(1): 3-41 (1995)
Conference and Workshop Papers
- 2024
- [c152]Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein:
Optimizing the cloud? Don't train models. Build oracles! CIDR 2024 - [c151]Conor Power, Saikrishna Achalla, Ryan Cottone, Nathaniel Macasaet, Joseph M. Hellerstein:
Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency. PaPoC@EuroSys 2024: 15-22 - [c150]David C. Y. Chu, Chris Liu, Natacha Crooks, Joseph M. Hellerstein, Heidi Howard:
Bigger, not Badder: Safely Scaling BFT Protocols. PaPoC@EuroSys 2024: 30-36 - 2023
- [c149]Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel:
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. ApPLIED@PODC 2023: 5:1-5:10 - [c148]Audrey Cheng, David C. Y. Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu:
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate. OSDI 2023: 419-439 - 2022
- [c147]Joseph M. Hellerstein, Aditya G. Parameswaran:
Piloting Data Engineering at Berkeley. DataEd@SIGMOD 2022: 38-43 - 2021
- [c146]Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano:
New Directions in Cloud Programming. CIDR 2021 - [c145]Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica:
Read-Write Quorum Systems Made Practical. PaPoC@EuroSys 2021: 7:1-7:8 - [c144]Raghav Anand, Jeffrey Ichnowski, Chenggang Wu, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg:
Serverless Multi-Query Motion Planning for Fog Robotics. ICRA 2021: 7457-7463 - [c143]Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein:
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. USENIX Security Symposium 2021: 2129-2146 - 2020
- [c142]Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song:
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms. EuroS&P 2020: 535-551 - [c141]Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro:
A fault-tolerance shim for serverless computing. EuroSys 2020: 15:1-15:15 - [c140]Xiayue Charles Lin, Joseph E. Gonzalez, Joseph M. Hellerstein:
Serverless Boom or Bust? An Analysis of Economic Incentives. HotCloud 2020 - [c139]Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein:
Transactional Causal Consistency for Serverless Computing. SIGMOD Conference 2020: 83-97 - [c138]Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan:
B2: Bridging Code and Interactive Visualization in Computational Notebooks. UIST 2020: 152-165 - [c137]Yifan Wu, Remco Chang, Joseph M. Hellerstein, Eugene Wu:
Facilitating Exploration with Interaction Snapshots under High Latency. IEEE VIS (Short Papers) 2020: 136-140 - 2019
- [c136]Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu:
Serverless Computing: One Step Forward, Two Steps Back. CIDR 2019 - [c135]Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar, Joseph M. Hellerstein:
CLX: Towards verifiable PBE data transformation. EDBT 2019: 265-276 - 2018
- [c134]Michael J. Whittaker, Cristina Teodoropol, Peter Alvaro, Joseph M. Hellerstein:
Debugging Distributed Systems with Why-Across-Time Provenance. SoCC 2018: 333-346 - [c133]Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein:
Anna: A KVS for Any Scale. ICDE 2018: 401-412 - 2017
- [c132]Joseph M. Hellerstein, Vikram Sreekanti, Joseph E. Gonzalez, James Dalton, Akon Dey, Sreyashi Nag, Krishna Ramachandran, Sudhanshu Arora, Arka Bhattacharyya, Shirshanka Das, Mark Donsky, Gabriel Fierro, Chang She, Carl Steinbach, Venkat Subramanian, Eric Sun:
Ground: A Data Context Service. CIDR 2017 - [c131]Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein:
Indy: a software system for the dense cloud. SoCC 2017: 650 - 2016
- [c130]Johann Schleier-Smith, Erik T. Krogen, Joseph M. Hellerstein:
ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing. SoCC 2016: 334-347 - [c129]Joseph M. Hellerstein:
People, Computers, and The Hot Mess of Real Data. KDD 2016: 7 - [c128]Yifan Wu, Joseph M. Hellerstein, Eugene Wu:
A DeVIL-ish approach to inconsistency in interactive visualizations. HILDA@SIGMOD 2016: 15 - 2015
- [c127]Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel:
Predictive Interaction for Data Transformation. CIDR 2015 - [c126]Joseph M. Hellerstein:
Data, Technology and the Challenges of Abundance. CIDR 2015 - [c125]Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein:
Lineage-driven Fault Injection. SIGMOD Conference 2015: 331-346 - [c124]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. SIGMOD Conference 2015: 1327-1342 - 2014
- [c123]Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier:
Blazes: Coordination analysis for distributed programs. ICDE 2014: 52-63 - [c122]Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica:
Scalable atomic visibility with RAMP transactions. SIGMOD Conference 2014: 27-38 - 2013
- [c121]Peter Alvaro, Peter Bailis, Neil Conway, Joseph M. Hellerstein:
Consistency without borders. SoCC 2013: 23:1-23:10 - [c120]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
HAT, Not CAP: Towards Highly Available Transactions. HotOS 2013 - [c119]Joseph M. Hellerstein:
BOOM: Experiences in language and tool design for distributed systems (keynote). ASE 2013: 1 - [c118]Azza Abouzied, Dana Angluin, Christos H. Papadimitriou, Joseph M. Hellerstein, Avi Silberschatz:
Learning and verifying quantified boolean queries by example. PODS 2013: 49-60 - [c117]Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Bolt-on causal consistency. SIGMOD Conference 2013: 761-772 - [c116]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
PBS at work: advancing data management with consistency metrics. SIGMOD Conference 2013: 1113-1116 - 2012
- [c115]Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer:
Profiler: integrated statistical analysis and visualization for data quality assessment. AVI 2012: 547-554 - [c114]Neil Conway, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein, David Maier:
Logic and lattices for distributed programming. SoCC 2012: 1 - [c113]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
The potential dangers of causal consistency and an explicit solution. SoCC 2012: 22 - [c112]Peter Alvaro, Neil Conway, Joseph M. Hellerstein:
Distributed programming and consistency: principles and practice. SoCC 2012: 27 - [c111]William R. Marczak, Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier:
Confluence Analysis for Distributed Programs: A Model-Theoretic Approach. Datalog 2012: 135-147 - [c110]Kuang Chen, Akshay Kannan, Yoriyasu Yano, Joseph M. Hellerstein, Tapan S. Parikh:
Shreddr: pipelined paper digitization for low-resource organizations. ACM DEV 2012: 3:1-3:10 - [c109]Peter Alvaro, Andrew Hutchinson, Neil Conway, William R. Marczak, Joseph M. Hellerstein:
BloomUnit: declarative testing for distributed programs. DBTest 2012: 1 - [c108]Azza Abouzied, Joseph M. Hellerstein, Avi Silberschatz:
DataPlay: interactive tweaking and example-driven correction of graphical database queries. UIST 2012: 207-218 - 2011
- [c107]Wesley Willett, Jeffrey Heer, Joseph M. Hellerstein, Maneesh Agrawala:
CommentSpace: structured support for collaborative visual analysis. CHI 2011: 3131-3140 - [c106]Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein, Jeffrey Heer:
Wrangler: interactive visual specification of data transformation scripts. CHI 2011: 3363-3372 - [c105]Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh:
Data in the First Mile. CIDR 2011: 203-206 - [c104]Peter Alvaro, Neil Conway, Joseph M. Hellerstein, William R. Marczak:
Consistency Analysis in Bloom: a CALM and Collected Approach. CIDR 2011: 249-260 - [c103]Haryadi S. Gunawi, Thanh Do, Pallavi Joshi, Peter Alvaro, Joseph M. Hellerstein, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Koushik Sen, Dhruba Borthakur:
FATE and DESTINI: A Framework for Cloud Recovery Testing. NSDI 2011 - [c102]Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein, Michael L. Wick:
Hybrid in-database inference for declarative information extraction. SIGMOD Conference 2011: 517-528 - [c101]Philip J. Guo, Sean Kandel, Joseph M. Hellerstein, Jeffrey Heer:
Proactive wrangling: mixed-initiative end-user programming of data transformation scripts. UIST 2011: 65-74 - 2010
- [c100]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. AMW 2010 - [c99]Peter Alvaro, William R. Marczak, Neil Conway, Joseph M. Hellerstein, David Maier, Russell Sears:
Dedalus: Datalog in Time and Space. Datalog 2010: 262-281 - [c98]Peter Alvaro, Tyson Condie, Neil Conway, Khaled Elmeleegy, Joseph M. Hellerstein, Russell Sears:
Boom analytics: exploring data-centric, declarative programming for the cloud. EuroSys 2010: 223-236 - [c97]Haryadi S. Gunawi, Thanh Do, Pallavi Joshi, Joseph M. Hellerstein, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Koushik Sen:
Towards Automatically Checking Thousands of Failures with Micro-specifications. HotDep 2010 - [c96]Daisy Zhe Wang, Eirinaios Michelakis, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein:
Probabilistic declarative information extraction. ICDE 2010: 173-176 - [c95]Kuang Chen, Harr Chen, Neil Conway, Joseph M. Hellerstein, Tapan S. Parikh:
USHER: Improving data quality with dynamic forms. ICDE 2010: 321-332 - [c94]Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, Khaled Elmeleegy, Russell Sears:
MapReduce Online. NSDI 2010: 313-328 - [c93]Joseph M. Hellerstein:
Datalog redux: experience and conjecture. PODS 2010: 1-2 - [c92]Tyson Condie, Neil Conway, Peter Alvaro, Joseph M. Hellerstein, John Gerth, Justin Talbot, Khaled Elmeleegy, Russell Sears:
Online aggregation and continuous query support in MapReduce. SIGMOD Conference 2010: 1115-1118 - [c91]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework For Parallel Machine Learning. UAI 2010: 340-349 - [c90]Kuang Chen, Joseph M. Hellerstein, Tapan S. Parikh:
Designing adaptive feedback for improving data entry accuracy. UIST 2010: 239-248 - 2009
- [c89]Kuang Chen, Harr Chen, Neil Conway, Heather Dolan, Joseph M. Hellerstein, Tapan S. Parikh:
Improving data quality with dynamic forms. ICTD 2009: 487 - [c88]David Chu, Joseph M. Hellerstein:
Automating rendezvous and proxy selection in sensornets. IPSN 2009: 73-84 - [c87]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Approximating sensor network queries using in-network summaries. IPSN 2009: 229-240 - [c86]Florian M. Waas, Joseph M. Hellerstein:
Parallelizing extensible query optimizers. SIGMOD Conference 2009: 871-878 - 2008
- [c85]Ding-Jie Huang, Wei-Chung Teng, Chih-Yuan Wang, Hsuan-Yu Huang, Joseph M. Hellerstein:
Clock Skew Based Node Identification in Wireless Sensor Networks. GLOBECOM 2008: 1877-1881 - [c84]David Chu, Joseph M. Hellerstein, Tsung-Te Lai:
Optimizing declarative sensornets. SenSys 2008: 403-404 - 2007
- [c83]Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein:
Nonmyopic Informative Path Planning in Spatio-Temporal Models. AAAI 2007: 602-607 - [c82]Joseph M. Hellerstein, Tyson Condie, Minos N. Garofalakis, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Nina Taft:
Public Health for the Internet (PHI). CIDR 2007: 332-340 - [c81]Minos N. Garofalakis, Joseph M. Hellerstein, Petros Maniatis:
Proof Sketches: Verifiable In-Network Aggregation. ICDE 2007: 996-1005 - [c80]Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Garofalakis, Joseph M. Hellerstein:
Granularity Conscious Modeling for Probabilistic Databases. ICDM Workshops 2007: 501-506 - [c79]Ling Huang, XuanLong Nguyen, Minos N. Garofalakis, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Nina Taft:
Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007: 134-142 - [c78]David Chu, Lucian Popa, Arsalan Tavakoli, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker, Ion Stoica:
The design and implementation of a declarative sensor network system. SenSys 2007: 175-188 - [c77]Ryan Huebsch, Minos N. Garofalakis, Joseph M. Hellerstein, Ion Stoica:
Sharing aggregate computation for distributed queries. SIGMOD Conference 2007: 485-496 - [c76]Frederick Reiss, Kurt Stockinger, Kesheng Wu, Arie Shoshani, Joseph M. Hellerstein:
Enabling Real-Time Querying of Live and Historical Stream Data. SSDBM 2007: 28 - 2006
- [c75]David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong:
Approximate Data Collection in Sensor Networks using Probabilistic Models. ICDE 2006: 48 - [c74]Frederick Reiss, Joseph M. Hellerstein:
Declarative Network Monitoring with an Underprovisioned Query Processor. ICDE 2006: 56 - [c73]Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong:
Data gathering tours in sensor networks. IPSN 2006: 43-50 - [c72]David Chu, Kaisen Lin, Alexandre Linares, Giang Nguyen, Joseph M. Hellerstein:
Sdlib: a sensor network data and communications library for rapid and robust application development. IPSN 2006: 432-440 - [c71]Ling Huang, Minos N. Garofalakis, Joseph M. Hellerstein, Anthony D. Joseph, Nina Taft:
Toward sophisticated detection with distributed triggers. MineNet 2006: 311-316 - [c70]Tyson Condie, Varun Kacholia, Sriram Sank, Joseph M. Hellerstein, Petros Maniatis:
Induced Churn as Shelter from Routing-Table Poisoning. NDSS 2006 - [c69]Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica:
Declarative networking: language, execution and optimization. SIGMOD Conference 2006: 97-108 - [c68]Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman:
Adaptive query processing: why, how, when, what next. SIGMOD Conference 2006: 806-807 - [c67]Frederick Reiss, Minos N. Garofalakis, Joseph M. Hellerstein:
Compact Histograms for Hierarchical Identifiers. VLDB 2006: 870-881 - [c66]David Chu, Arsalan Tavakoli, Lucian Popa, Joseph M. Hellerstein:
Entirely Declarative Sensor Network Systems. VLDB 2006: 1203-1206 - 2005
- [c65]Ryan Huebsch, Brent N. Chun, Joseph M. Hellerstein, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Scott Shenker, Ion Stoica, Aydan R. Yumerefendi:
The Architecture of PIER: an Internet-Scale Query Processor. CIDR 2005: 28-43 - [c64]Philip Buonadonna, David Gay, Joseph M. Hellerstein, Wei Hong, Samuel Madden:
TASK: sensor network in a box. EWSN 2005: 133-144 - [c63]Frederick Reiss, Joseph M. Hellerstein:
Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ. ICDE 2005: 155-156 - [c62]Yatin Chawathe, Sriram Ramabhadran, Sylvia Ratnasamy, Anthony LaMarca, Scott Shenker, Joseph M. Hellerstein:
A case study in building layered DHT applications. SIGCOMM 2005: 97-108 - [c61]Boon Thau Loo, Joseph M. Hellerstein, Ion Stoica, Raghu Ramakrishnan:
Declarative routing: extensible routing with declarative queries. SIGCOMM 2005: 289-300 - [c60]Boon Thau Loo, Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Timothy Roscoe, Ion Stoica:
Implementing declarative overlays. SOSP 2005: 75-90 - 2004
- [c59]Joseph M. Hellerstein, Wei Wang:
Optimization of in-network data reduction. DMSN 2004: 40-47 - [c58]Boon Thau Loo, Ryan Huebsch, Ion Stoica, Joseph M. Hellerstein:
The Case for a Hybrid P2P Search Infrastructure. IPTPS 2004: 141-150 - [c57]Brent N. Chun, Joseph M. Hellerstein:
Design Considerations for Information Planes. WORLDS 2004 - [c56]Sriram Ramabhadran, Sylvia Ratnasamy, Joseph M. Hellerstein, Scott Shenker:
Brief announcement: prefix hash tree. PODC 2004: 368 - [c55]Mehul A. Shah, Joseph M. Hellerstein, Eric A. Brewer:
Highly-Available, Fault-Tolerant, Parallel Dataflows. SIGMOD Conference 2004: 827-838 - [c54]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:
Querying at Internet-Scale. SIGMOD Conference 2004: 935-936 - [c53]Boon Thau Loo, Joseph M. Hellerstein, Ryan Huebsch, Scott Shenker, Ion Stoica:
Enhancing P2P File-Sharing with an Internet-Scale Query Processor. VLDB 2004: 432-443 - [c52]Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong:
Model-Driven Data Acquisition in Sensor Networks. VLDB 2004: 588-599 - [c51]Amol Deshpande, Joseph M. Hellerstein:
Lifting the Burden of History from Adaptive Query Processing. VLDB 2004: 948-959 - [c50]Sailesh Krishnamurthy, Michael J. Franklin, Joseph M. Hellerstein, Garrett Jacobson:
The Case for Precision Sharing. VLDB 2004: 972-986 - [c49]Joseph M. Hellerstein:
Architectures and Algorithms for Internet-Scale (P2P) Data Management. VLDB 2004: 1244 - 2003
- [c48]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:
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. CIDR 2003 - [c47]Mehul A. Shah, Joseph M. Hellerstein, Sirish Chandrasekaran, Michael J. Franklin:
Flux: An Adaptive Partitioning Operator for Continuous Query Systems. ICDE 2003: 25-36 - [c46]Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein:
Using State Modules for Adaptive Query Processing. ICDE 2003: 353-364 - [c45]Joseph M. Hellerstein, Wei Hong, Samuel Madden, Kyle Stanek:
Beyond Average: Toward Sophisticated Sensing with Queries. IPSN 2003: 63-79 - [c44]Jinyang Li, Boon Thau Loo, Joseph M. Hellerstein, M. Frans Kaashoek, David R. Karger, Robert Tappan Morris:
On the Feasibility of Peer-to-Peer Web Indexing and Search. IPTPS 2003: 207-215 - [c43]Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
The Design of an Acquisitional Query Processor For Sensor Networks. SIGMOD Conference 2003: 491-502 - [c42]Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah:
TelegraphCQ: Continuous Dataflow Processing. SIGMOD Conference 2003: 668 - [c41]Ryan Huebsch, Joseph M. Hellerstein, Nick Lanham, Boon Thau Loo, Scott Shenker, Ion Stoica:
Querying the Internet with PIER. VLDB 2003: 321-332 - 2002
- [c40]Megan Thomas, Joseph M. Hellerstein:
Boolean Bounding Predicates for Spatial Access Methods. DEXA 2002: 925-934 - [c39]Amol Deshpande, Joseph M. Hellerstein:
Decoupled Query Optimization for Federated Database Systems. ICDE 2002: 716-727 - [c38]Matthew Harren, Joseph M. Hellerstein, Ryan Huebsch, Boon Thau Loo, Scott Shenker, Ion Stoica:
Complex Queries in DHT-based Peer-to-Peer Networks. IPTPS 2002: 242-259 - [c37]Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks. OSDI 2002 - [c36]Samuel Madden, Mehul A. Shah, Joseph M. Hellerstein, Vijayshankar Raman:
Continuously adaptive continuous queries over streams. SIGMOD Conference 2002: 49-60 - [c35]Vijayshankar Raman, Joseph M. Hellerstein:
Partial results for online query processing. SIGMOD Conference 2002: 275-286 - [c34]Samuel Madden, Joseph M. Hellerstein:
Distributing queries over low-power wireless sensor networks. SIGMOD Conference 2002: 622 - [c33]Joseph M. Hellerstein, Jennifer Widom:
Data streams: fresh current or stagnant backwater? (panel). SIGMOD Conference 2002: 632 - 2001
- [c32]Michael Stonebraker, Joseph M. Hellerstein:
Content Integration for E-Business. SIGMOD Conference 2001: 552-560 - [c31]Peter J. Haas, Joseph M. Hellerstein:
Online Query Processing. SIGMOD Conference 2001: 623 - [c30]Sara McMains, Joseph M. Hellerstein, Carlo H. Séquin:
Out-of-core build of a topological data structure from polygon soup. Symposium on Solid Modeling and Applications 2001: 171-182 - [c29]Vijayshankar Raman, Joseph M. Hellerstein:
Potter's Wheel: An Interactive Data Cleaning System. VLDB 2001: 381-390 - 2000
- [c28]Megan Thomas, Chad Carson, Joseph M. Hellerstein:
Creating a Customized Access Method for Blobworld. ICDE 2000: 82 - [c27]Steven D. Gribble, Eric A. Brewer, Joseph M. Hellerstein, David E. Culler:
Scalable, Distributed Data Structures for Internet Service Construction. OSDI 2000: 319-332 - [c26]Ron Avnur, Joseph M. Hellerstein:
Eddies: Continuously Adaptive Query Processing. SIGMOD Conference 2000: 261-272 - [c25]Joseph M. Hellerstein:
Index Research: Forest or Trees? (Panel Abstract). SIGMOD Conference 2000: 574 - 1999
- [c24]Vijayshankar Raman, Andy Chou, Joseph M. Hellerstein:
Scalable Spreadsheets for Interactive Data Analysis. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 - [c23]Joseph M. Hellerstein, Lisa Hellerstein, George Kollios:
On the Generation of 2-Dimensional Index Workloads. ICDT 1999: 113-130 - [c22]Remzi H. Arpaci-Dusseau, Eric Anderson, Noah Treuhaft, David E. Culler, Joseph M. Hellerstein, David A. Patterson, Katherine A. Yelick:
Cluster I/O with River: Making the Fast Case Common. IOPADS 1999: 10-22 - [c21]Peter J. Haas, Joseph M. Hellerstein:
Ripple Joins for Online Aggregation. SIGMOD Conference 1999: 287-298 - [c20]Mehul A. Shah, Marcel Kornacker, Joseph M. Hellerstein:
Amdb: A Visual Access Method Development Tool. UIDIS 1999: 130-140 - [c19]Chad Carson, Megan Thomas, Serge J. Belongie, Joseph M. Hellerstein, Jitendra Malik:
Blobworld: A System for Region-Based Image Indexing and Retrieval. VISUAL 1999: 509-516 - [c18]Vijayshankar Raman, Bhaskaran Raman, Joseph M. Hellerstein:
Online Dynamic Reordering for Interactive Data Processing. VLDB 1999: 709-720 - 1998
- [c17]Remzi H. Arpaci-Dusseau, Andrea C. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson:
The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs. HPCA 1998: 90-101 - [c16]Ron Avnur, Joseph M. Hellerstein, Bruce Lo, Chris Olston, Bhaskaran Raman, Vijayshankar Raman, Tali Roth, Kirk Wylie:
CONTROL: Continuous Output and Navigation Technology with Refinement On-Line. SIGMOD Conference 1998: 567-569 - [c15]Marcel Kornacker, Mehul A. Shah, Joseph M. Hellerstein:
amdb: An Access Method Debugging Tool. SIGMOD Conference 1998: 570-571 - [c14]Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson:
Searching for the sorting record: experiences in tuning NOW-Sort. SPDT 1998: 124-133 - [c13]Chris Olston, Michael Stonebraker, Alexander Aiken, Joseph M. Hellerstein:
VIQING: Visual Interactive Querying. VL 1998: 162-169 - 1997
- [c12]Joseph M. Hellerstein:
Towards a Crystal Ball for Data Retrieval. NGITS 1997 - [c11]Joseph M. Hellerstein, Elias Koutsoupias, Christos H. Papadimitriou:
On the Analysis of Indexing Schemes. PODS 1997: 249-256 - [c10]Marcel Kornacker, C. Mohan, Joseph M. Hellerstein:
Concurrency and Recovery in Generalized Search Trees. SIGMOD Conference 1997: 62-72 - [c9]Joseph M. Hellerstein, Peter J. Haas, Helen J. Wang:
Online Aggregation. SIGMOD Conference 1997: 171-182 - [c8]Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, David E. Culler, Joseph M. Hellerstein, David A. Patterson:
High-Performance Sorting on Networks of Workstations. SIGMOD Conference 1997: 243-254 - 1996
- [c7]Joseph M. Hellerstein, Jeffrey F. Naughton:
Query Execution Techniques for Caching Expensive Methods. SIGMOD Conference 1996: 423-434 - [c6]Praveen Seshadri, Joseph M. Hellerstein, Hamid Pirahesh, T. Y. Cliff Leung, Raghu Ramakrishnan, Divesh Srivastava, Peter J. Stuckey, S. Sudarshan:
Cost-Based Optimization for Magic: Algebra and Implementation. SIGMOD Conference 1996: 435-446 - 1995
- [c5]Joseph M. Hellerstein, Jeffrey F. Naughton, Avi Pfeffer:
Generalized Search Trees for Database Systems. VLDB 1995: 562-573 - 1994
- [c4]Joseph M. Hellerstein:
Practical Predicate Placement. SIGMOD Conference 1994: 325-335 - 1993
- [c3]Joseph M. Hellerstein, Michael Stonebraker:
Predicate Migration: Optimizing Queries with Expensive Predicates. SIGMOD Conference 1993: 267-276 - 1992
- [c2]Hamid Pirahesh, Joseph M. Hellerstein, Waqar Hasan:
Extensible/Rule Based Query Rewrite Optimization in Starburst. SIGMOD Conference 1992: 39-48 - [c1]Alexander Aiken, Jennifer Widom, Joseph M. Hellerstein:
Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism. SIGMOD Conference 1992: 59-68
Parts in Books or Collections
- 2019
- [p1]Joseph M. Hellerstein:
Looking back at Postgres. Making Databases Work 2019: 205-224
Editorship
- 2017
- [e5]Carsten Binnig, Joseph M. Hellerstein, Aditya G. Parameswaran:
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017. ACM 2017, ISBN 978-1-4503-5029-7 [contents] - 2015
- [e4]Peter Bailis, Joseph M. Hellerstein, Michael Stonebraker:
Readings in Database Systems, 5th Edition. 2015 - 2010
- [e3]Joseph M. Hellerstein, Surajit Chaudhuri, Mendel Rosenblum:
Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010. ACM 2010, ISBN 978-1-4503-0036-0 [contents] - 2005
- [e2]Joseph M. Hellerstein, Michael Stonebraker:
Readings in Database Systems, 4th Edition. MIT Press 2005, ISBN 978-0-262-69314-1, pp. I-XI, 1-865 - 1998
- [e1]Michael Stonebraker, Joseph M. Hellerstein:
Readings in Database Systems, Third Edition. Morgan Kaufmann 1998, ISBN 1-55860-523-1
Reference Works
- 2019
- [r3]Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel:
Data Wrangling. Encyclopedia of Big Data Technologies 2019 - 2018
- [r2]Joseph M. Hellerstein:
Generalized Search Tree. Encyclopedia of Database Systems (2nd ed.) 2018 - 2009
- [r1]Joseph M. Hellerstein:
Generalized Search Tree. Encyclopedia of Database Systems 2009: 1222-1224
Informal and Other Publications
- 2024
- [i49]Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran:
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. CoRR abs/2403.16795 (2024) - 2023
- [i48]Joseph M. Hellerstein, Shadaj Laddad, Mae Milano, Conor Power, Mingwei Samuel:
Invited Paper: Initial Steps Toward a Compiler for Distributed Programs. CoRR abs/2305.14614 (2023) - [i47]Shadaj Laddad, Conor Power, Tyler Hou, Alvin Cheung, Joseph M. Hellerstein:
Optimizing Stateful Dataflow with Local Rewrites. CoRR abs/2306.10585 (2023) - [i46]Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein:
Optimizing the cloud? Don't train models. Build oracles! CoRR abs/2308.06815 (2023) - [i45]Rolando Garcia, Anusha Dandamudi, Gabriel Matute, Lehan Wan, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Multiversion Hindsight Logging for Continuous Training. CoRR abs/2310.07898 (2023) - 2022
- [i44]Sarah E. Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica:
The Sky Above The Clouds. CoRR abs/2205.07147 (2022) - [i43]Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein:
Synthesizing CRDTs from Sequential Data Types with Verified Lifting. CoRR abs/2205.12425 (2022) - [i42]Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran:
Operationalizing Machine Learning: An Interview Study. CoRR abs/2209.09125 (2022) - [i41]Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein:
Keep CALM and CRDT On. CoRR abs/2210.12605 (2022) - 2021
- [i40]Alvin Cheung, Natacha Crooks, Joseph M. Hellerstein, Mae Milano:
New Directions in Cloud Programming. CoRR abs/2101.01159 (2021) - [i39]Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. CoRR abs/2103.02145 (2021) - [i38]Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica:
Read-Write Quorum Systems Made Practical. CoRR abs/2104.04102 (2021) - 2020
- [i37]Devin Petersohn, William W. Ma, Doris Jung Lin Lee, Stephen Macke, Doris Xin, Xiangxi Mo, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran:
Towards Scalable Dataframe Systems. CoRR abs/2001.00888 (2020) - [i36]Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Jose M. Faleiro, Joseph E. Gonzalez, Joseph M. Hellerstein, Alexey Tumanov:
Cloudburst: Stateful Functions-as-a-Service. CoRR abs/2001.04592 (2020) - [i35]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica:
Bipartisan Paxos: A Modular State Machine Replication Protocol. CoRR abs/2003.00331 (2020) - [i34]Vikram Sreekanti, Chenggang Wu, Saurav Chhatrapati, Joseph E. Gonzalez, Joseph M. Hellerstein, Jose M. Faleiro:
A Fault-Tolerance Shim for Serverless Computing. CoRR abs/2003.06007 (2020) - [i33]Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph E. Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Hindsight Logging for Model Training. CoRR abs/2006.07357 (2020) - [i32]Vikram Sreekanti, Harikaran Subbaraj, Chenggang Wu, Joseph E. Gonzalez, Joseph M. Hellerstein:
Optimizing Prediction Serving on Low-Latency Serverless Dataflow. CoRR abs/2007.05832 (2020) - [i31]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica:
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report]. CoRR abs/2007.09468 (2020) - [i30]Johann Schleier-Smith, Leonhard Holz, Nathan Pemberton, Joseph M. Hellerstein:
A FaaS File System for Serverless Computing. CoRR abs/2009.09845 (2020) - [i29]Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein:
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. CoRR abs/2010.13752 (2020) - [i28]Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres:
Scaling Replicated State Machines with Compartmentalization [Technical Report]. CoRR abs/2012.15762 (2020) - [i27]Rishabh Poddar, Sukrit Kalra, Avishay Yanai, Ryan Deng, Raluca Ada Popa, Joseph M. Hellerstein:
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics. IACR Cryptol. ePrint Arch. 2020: 1350 (2020) - 2019
- [i26]Joseph M. Hellerstein, Peter Alvaro:
Keeping CALM: When Distributed Consistency is Easy. CoRR abs/1901.01930 (2019) - [i25]Joseph M. Hellerstein:
Looking Back at Postgres. CoRR abs/1901.01973 (2019) - [i24]Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica:
Selectivity Estimation with Deep Likelihood Models. CoRR abs/1905.04278 (2019) - [i23]Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein:
DIEL: Transparent Scaling for Interactive Visualization. CoRR abs/1907.00062 (2019) - [i22]Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein:
Programming with Timespans in Interactive Visualizations. CoRR abs/1907.00075 (2019) - 2018
- [i21]Yifan Wu, Larry Xu, Remco Chang, Joseph M. Hellerstein, Eugene Wu:
Making Sense of Asynchrony in Interactive Data Visualizations. CoRR abs/1806.01499 (2018) - [i20]Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica:
Learning to Optimize Join Queries With Deep Reinforcement Learning. CoRR abs/1808.03196 (2018) - [i19]Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein:
Eliminating Boundaries in Cloud Storage with Anna. CoRR abs/1809.00089 (2018) - [i18]Noah M. Johnson, Joseph P. Near, Joseph M. Hellerstein, Dawn Song:
Chorus: Differential Privacy via Query Rewriting. CoRR abs/1809.07750 (2018) - [i17]Joseph M. Hellerstein, Jose M. Faleiro, Joseph E. Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu:
Serverless Computing: One Step Forward, Two Steps Back. CoRR abs/1812.03651 (2018) - 2017
- [i16]Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel:
A Berkeley View of Systems Challenges for AI. CoRR abs/1712.05855 (2017) - 2016
- [i15]Joseph M. Hellerstein:
Naughton's Wisconsin Bibliography: A Brief Guide. CoRR abs/1605.05566 (2016) - 2015
- [i14]Tom J. Ameloot, Jan Van den Bussche, William R. Marczak, Peter Alvaro, Joseph M. Hellerstein:
Putting Logic-Based Distributed Systems on Stable Grounds. CoRR abs/1507.05539 (2015) - [i13]Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica:
Asynchronous Complex Analytics in a Distributed Dataflow Architecture. CoRR abs/1510.07092 (2015) - 2014
- [i12]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Coordination-Avoiding Database Systems. CoRR abs/1402.2237 (2014) - [i11]Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework For Parallel Machine Learning. CoRR abs/1408.2041 (2014) - 2013
- [i10]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
HAT, not CAP: Highly Available Transactions. CoRR abs/1302.0309 (2013) - [i9]Azza Abouzied, Dana Angluin, Christos H. Papadimitriou, Joseph M. Hellerstein, Avi Silberschatz:
Learning and Verifying Quantified Boolean Queries by Example. CoRR abs/1304.4303 (2013) - [i8]Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier:
Blazes: Coordination Analysis for Distributed Programs. CoRR abs/1309.3324 (2013) - 2012
- [i7]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
Distributed GraphLab: A Framework for Machine Learning in the Cloud. CoRR abs/1204.6078 (2012) - [i6]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Probabilistically Bounded Staleness for Practical Partial Quorums. CoRR abs/1204.6082 (2012) - [i5]Joseph M. Hellerstein, Christopher Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar:
The MADlib Analytics Library or MAD Skills, the SQL. CoRR abs/1208.4165 (2012) - 2010
- [i4]Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein:
GraphLab: A New Framework for Parallel Machine Learning. CoRR abs/1006.4990 (2010) - [i3]Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein:
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. CoRR abs/1007.3781 (2010) - 2003
- [i2]Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik:
The Lowell Database Research Self Assessment. CoRR cs.DB/0310006 (2003) - 1998
- [i1]Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman:
The Asilomar Report on Database Research. CoRR cs.DB/9811013 (1998)
Coauthor Index
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