Michael Stonebraker Joseph M. Hellerstein. What Goes Around Comes Around.
Joseph M. Hellerstein Michael Stonebraker. Anatomy of a Database System.
##Query Processing
Patricia G. Selinger Morton M. Astrahan Donald D. Chamberlin Raymond A. Lorie Thomas G. Price. Access Path Selection in a Relational Database Management System.. Proc. SIGMOD Conference, 1979, 23-34.
Leonard D. Shapiro. Join Processing in Database Systems with Large Main Memories.. ACM Trans. Database Syst., 11(3), 1986, 239-264.
David J. DeWitt Jim Gray. Parallel Database Systems: The Future of High Performance Database Systems.. Commun. ACM, 35(6), 1992, 85-98.
Goetz Graefe. Encapsulation of Parallelism in the Volcano Query Processing System.. Proc. SIGMOD Conference, 1990, 102-111.
Chris Nyberg Tom Barclay Zarka Cvetanovic Jim Gray David B. Lomet. AlphaSort: A Cache-Sensitive Parallel External Sort. VLDB J., 4(4), 1995, 603-627.
Lothar F. Mackert Guy M. Lohman. R* Optimizer Validation and Performance Evaluation for Distributed Queries.. Proc. VLDB, 1986, 149-159.
Michael Stonebraker Paul M. Aoki Witold Litwin Avi Pfeffer Adam Sah Jeff Sidell Carl Staelin Andrew Yu. Mariposa: A Wide-Area Distributed Database System. VLDB J., 5(1), 1996, 48-63.
Data Storage and Access Methods
Norbert Beckmann Hans-Peter Kriegel Ralf Schneider Bernhard Seeger. The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles.. Proc. SIGMOD Conference, 1990, 322-331.
Michael Stonebraker. Operating System Support for Database Management.. Commun. ACM, 24(7), 1981, 412-418.
Jim Gray Goetz Graefe. The Five-Minute Rule Ten Years Later, and Other Computer Storage Rules of Thumb.. SIGMOD Record, 26(4), 1997, 63-68.
David A. Patterson Garth A. Gibson Randy H. Katz. A Case for Redundant Arrays of Inexpensive Disks (RAID).. Proc. SIGMOD Conference, 1988, 109-116.
Transaction Management
Jim Gray Raymond A. Lorie Gianfranco R. Putzolu Irving L. Traiger. Granularity of Locks and Degrees of Consistency in a Shared Data Base.. IBM, September, 1975.
H. T. Kung John T. Robinson. On Optimistic Methods for Concurrency Control.. Proc. VLDB, 1979, 351.
Rakesh Agrawal Michael J. Carey Miron Livny. Concurrency Control Performance Modeling: Alternatives and Implications.. ACM Trans. Database Syst., 12(4), 1987, 609-654.
Philip L. Lehman S. Bing Yao. Efficient Locking for Concurrent Operations on B-Trees.. ACM Trans. Database Syst., 6(4), 1981, 650-670.
C. Mohan Donald J. Haderle Bruce G. Lindsay Hamid Pirahesh Peter M. Schwarz. ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging.. ACM Trans. Database Syst., 17(1), 1992, 94-162.
C. Mohan Bruce G. Lindsay Ron Obermarck. Transaction Management in the R* Distributed Database Management System.. ACM Trans. Database Syst., 11(4), 1986, 378-396.
Jim Gray Pat Helland Patrick E. O’Neil Dennis Shasha. The Dangers of Replication and a Solution.. Proc. SIGMOD Conference, 1996, 173-182.
Extensible Systems
Michael Stonebraker. Inclusion of New Types in Relational Data Base Systems.. Proc. ICDE, 1986, 262-269.
Joseph M. Hellerstein Jeffrey F. Naughton Avi Pfeffer. Generalized Search Trees for Database Systems.. Proc. VLDB, 1995, 562-573.
Guy M. Lohman. Grammar-like Functional Rules for Representing Query Optimization Alternatives.. Proc. SIGMOD Conference, 1988, 18-27.
Database Evolution
Surajit Chaudhuri Vivek R. Narasayya. AutoAdmin ‘What-if’ Index Analysis Utility.. Proc. SIGMOD Conference, 1998, 367-378.
Philip A. Bernstein. Applying Model Management to Classical Meta Data Problems.. Proc. CIDR, 2003.
C. Mohan Inderpal Narang. Algorithms for Creating Indexes for Very Large Tables Without Quiescing Updates.. Proc. SIGMOD Conference, 1992, 361-370.
Data Warehousing
Surajit Chaudhuri Umeshwar Dayal. An Overview of Data Warehousing and OLAP Technology.. SIGMOD Record, 26(1), 1997, 65-74.
Patrick E. O’Neil Dallan Quass. Improved Query Performance with Variant Indexes.. Proc. SIGMOD Conference, 1997, 38-49.
Jim Gray Surajit Chaudhuri Adam Bosworth Andrew Layman Don Reichart Murali Venkatrao Frank Pellow Hamid Pirahesh. Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals.. Data Min. Knowl. Discov., 1(1), 1997, 29-53.
Yihong Zhao Prasad Deshpande Jeffrey F. Naughton. An Array-Based Algorithm for Simultaneous Multidimensional Aggregates.. Proc. SIGMOD Conference, 1997, 159-170.
Stefano Ceri Jennifer Widom. Deriving Production Rules for Constraint Maintainance.. Proc. VLDB, 1990, 566-577.
Joseph M. Hellerstein Ron Avnur Vijayshankar Raman. Informix under CONTROL: Online Query Processing.. Data Min. Knowl. Discov., 4(4), 2000, 281-314.
Yannis Kotidis Nick Roussopoulos. DynaMat: A Dynamic View Management System for Data Warehouses.. Proc. SIGMOD Conference, 1999, 371-382.
##Data Mining
Tian Zhang Raghu Ramakrishnan Miron Livny. BIRCH: An Efficient Data Clustering Method for Very Large Databases.. Proc. SIGMOD Conference, 1996, 103-114.
John C. Shafer Rakesh Agrawal Manish Mehta. SPRINT: A Scalable Parallel Classifier for Data Mining. Proc. VLDB, 1996, 544-555.
Rakesh Agrawal Ramakrishnan Srikant. Fast Algorithms for Mining Association Rules in Large Databases.. Proc. VLDB, 1994, 487-499.
Surajit Chaudhuri Vivek R. Narasayya Sunita Sarawagi. Efficient Evaluation of Queries with Mining Predicates.. Proc. ICDE, 2002, 529-.
Web Services and Databases
Eric A. Brewer. Combining Systems and Databases: A Search Engine Retrospective.
Sergey Brin Lawrence Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine.. Computer Networks, 30(1-7), 1998, 107-117.
Sergej Sizov Martin Theobald Stefan Siersdorfer Gerhard Weikum Jens Graupmann Michael Biwer Patrick Zimmer. The BINGO! System for Information Portal Generation and Expert Web Search.. Proc. CIDR, 2003.
Dean Jacobs. Data Management in Application Servers.
Serge Abiteboul. Querying Semi-Structured Data.. Proc. ICDT, 1997, 1-18.
Roy Goldman Jennifer Widom. DataGuides: Enabling Query Formulation and Optimization in Semistructured Databases.. Proc. VLDB, 1997, 436-445.
Jianjun Chen David J. DeWitt Feng Tian Yuan Wang. NiagaraCQ: A Scalable Continuous Query System for Internet Databases.. Proc. SIGMOD Conference, 2000, 379-390.
##Stream-Based Data Management
Eric N. Hanson Chris Carnes Lan Huang Mohan Konyala Lloyd Noronha Sashi Parthasarathy J. B. Park Albert Vernon. Scalable Trigger Processing.. Proc. ICDE, 1999, 266-275.
Praveen Seshadri Miron Livny Raghu Ramakrishnan. The Design and Implementation of a Sequence Database System.. Proc. VLDB, 1996, 99-110.
Ron Avnur Joseph M. Hellerstein. Eddies: Continuously Adaptive Query Processing. Proc. SIGMOD Conference, 2000, 261-272.
Donald Carney Ugur Çetintemel Mitch Cherniack Christian Convey Sangdon Lee Greg Seidman Michael Stonebraker Nesime Tatbul Stanley B. Zdonik. Monitoring Streams - A New Class of Data Management Applications.. Proc. VLDB, 2002, 215-226.
AI for database
A. Pavlo, M. Butrovich, A. Joshi, L. Ma, P. Menon, D. V. Aken, L. Lee, and R. Salakhutdinov, “External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems,” IEEE Data Engineering Bulletin, pp. 32-46, 2019. [PDF] [BIBTEX]
B. Zhang, D. V. Aken, J. Wang, T. Dai, S. Jiang, J. Lao, S. Sheng, A. Pavlo, and G. J. Gordon, “A Demonstration of the OtterTune Automatic Database Management System Tuning Service,” PVLDB, vol. 11, iss. 12, pp. 1910-1913, 2018. [PDF] [BIBTEX]
D. Van Aken, A. Pavlo, G. J. Gordon, and B. Zhang, “Automatic Database Management System Tuning Through Large-scale Machine Learning,” in Proceedings of the 2017 ACM International Conference on Management of Data, 2017, pp. 1009-1024. [PDF] [BIBTEX]
D. Van Aken, D. E. Difallah, A. Pavlo, C. Curino, and P. Cudré-Mauroux, “BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed,” in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015, pp. 1069-1073. [PDF] [BIBTEX]
Cloudnative Database
Armbrust et al., Above the Clouds: A Berkeley View of Cloud Computing, 2009.
Li, Cloud-Native Database Systems at Alibaba: Opportunities and Challenges, VLDB’19.
Jonas et al., Cloud Programming Simplified: A Berkeley View on Serverless Computing, 2019.
[Optional] Hellerstein et al., Serverless Computing: One Step Forward, Two Steps Back, CIDR’19.
Perron et al., Starling: A Scalable Query Engine on Cloud Functions, SIGMOD’20.
[Optional] Muller et al., Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure, SIGMOD’20.
*Verbitski et al., Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases, SIGMOD’17.
[Optional] Huang et al., TiDB: A Raft-based HTAP Database, VLDB’20
Dageville et al., The Snowflake Elastic Data Warehouse, SIGMOD’16.
[Optional] Zhan et al., AnalyticDB: Real-time OLAP Database System at AlibabaCloud, VLDB’19.
Calder et al., Windows Azure Storage: A Highly Available Cloud Storage Service with Strong Consistency, SOSP’11.
[Optional] Lee et al., Petal: Distributed Virtual Disks, ASPLOS’96.
Cao et al., PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database, VLDB’18.
[Optional] Brooker et al., Millions of Tiny Databases, NSDI’20.
Shan et al., LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation, OSDI’18.
[Optional] Angel et al., Disaggregation and the Application, HotCloud’20.
Zhang et al., Understanding the Effect of Data Center ResourceDisaggregation on Production DBMSs, VLDB’20.
[Optional] Zhang et al., Rethinking Data Management Systemsfor Disaggregated Data Centers, CIDR’20.
Nelson et al., Latency-Tolerant Software Distributed Shared Memory, ATC’15.
[Optional] Craddock et al., The Case for Physical Memory Pools: A Vision Paper, CLOUD’19.
Lagar-Cavilla et al., Software-Defined Far Memory in Warehouse-Scale Computers, ASPLOS’19.
[Optional] Aguilera et al., Remote Memory in the Age of Fast Networks, SoCC’17.
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