Conference NULLS!: Revisiting Null Representation in Modern Columnar Formats 2024 • 20th International Workshop on Data Management on New Hardware, DaMoN 2024 Zeng X, Meng R, Pavlo A, McKinney W, Zhang H
Journal Article What Goes Around Comes Around... and Around... 2024 • SIGMOD Record • 53(2):21-37 Stonebraker M, Pavlo A
Journal Article An Empirical Evaluation of Columnar Storage Formats 2023 • Proceedings of the VLDB Endowment • 17(2):148-161 Zeng X, Hui Y, Shen J, Pavlo A, McKinney W, Zhang H
Conference Database Gyms 2023 • 13th Annual Conference on Innovative Data Systems Research, CIDR 2023 Lim WS, Crotty A, Butrovich M, Ma L, Zhang W, Xu P, Gehrke J, Pavlo A
Journal Article Tigger: A Database Proxy That Bounces With User-Bypass 2023 • Proceedings of the VLDB Endowment • 16(11):3335-3348 Butrovich M, Ramanathan K, Rollinson J, Lim WS, Zhang W, Sherry J, Pavlo A
Conference Are You Sure You Want to Use MMAP in Your Database Management System? 2022 • 12th Annual Conference on Innovative Data Systems Research, CIDR 2022 Crotty A, Leis V, Pavlo A
Conference Litmus: Towards a Practical Database Management System with Verifiable ACID Properties and Transaction Correctness 2022 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1478-1492 Xia Y, Yu X, Butrovich M, Pavlo A, Devadas S
Conference Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems 2022 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 617-630 Butrovich M, Lim WS, Ma L, Rollinson J, Zhang W, Xia Y, Pavlo A
Journal Article The Seattle report on database research 2022 • Communications of the ACM • 65(8):72-79 Andersen D, Pavlo A, and others
Journal Article An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021 • Proceedings of the VLDB Endowment • 14(7):1241-1253 Van Aken D, Yang D, Brillard S, Fiorino A, Zhang B, Bilien C, Pavlo A
Conference Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems 2021 • 11th Annual Conference on Innovative Data Systems Research, CIDR 2021 Zhang L, Butrovich M, Li T, Nannapanei Y, Pavlo A, Rollinson J, Zhang H, Balakumar A, Biales D, Dong Z, Eppinger E, Gonzalez J, Lim WS, Liu J, Ma L, Menon P, Mukherjee S, Nayak T, Ngom A, Niu J, Patra D, Raj P, Wang S, Wang W, Yu Y, Zhang W
Conference Filter Representation in Vectorized Query Execution 2021 • 17TH INTERNATIONAL WORKSHOP ON DATA MANAGEMENT ON NEW HARDWARE, DAMON 2021 Ngom A, Menon P, Butrovich M, Ma L, Lim WS, Mowry TC, Pavlo A
Conference Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 • Proceedings of the VLDB Endowment • 14(12):3211-3221 Pavlo A, Butrovich M, Ma L, Menon P, Lim WS, Van Aken D, Zhang W
Conference MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 2021 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1248-1261 Ma L, Zhang W, Jiao J, Wang W, Butrovich M, Lim WS, Menon P, Pavlo A
Conference Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2195-2207 Zhou X, Arulraj J, Pavlo A, Cohen D
Journal Article Succinct Range Filters 2021 • Communications of the ACM • 64(4):166-173 Zhang H, Lim H, Leis V, Andersen DG, Kaminsky M, Keeton K, Pavlo A
Journal Article Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2020 • Proceedings of the VLDB Endowment • 14(4):534-546 Li T, Butrovich M, Ngom A, Lim WS, McKinney W, Pavlo A
Conference Order-Preserving Key Compression for In-Memory Search Trees 2020 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1601-1615 Zhang H, Liu X, Andersen DG, Kaminsky M, Keeton K, Pavlo A
Journal Article Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling 2020 • Proceedings of the VLDB Endowment • 14(2):101-113 Menon P, Ngom A, Ma L, Mowry TC, Pavlo A
Journal Article Succinct Range Filters 2020 • ACM Transactions on Database Systems • 45(2): Zhang H, Lim H, Leis V, Andersen DG, Kaminsky M, Keeton K, Pavlo A
Journal Article Taurus: Lightweight Parallel Logging for In-Memory Database Management Systems 2020 • Proceedings of the VLDB Endowment • 14(2):189-201 Xia Y, Yu X, Pavlo A, Devadas S
Journal Article The Seattle Report on Database Research 2020 • SIGMOD Record • 48(4):44-53 Andersen D, Pavlo A, and others
Journal Article On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes 2019 • Proceedings of the VLDB Endowment • 13(2):211-225 Sun Y, Blelloch GE, Lim WS, Pavlo A
Conference Scheduling OLTP transactions via learned abort prediction 2019 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data Sheng Y, Tomasic A, Zhang T, Pavlo A
Conference Succinct Range Filters 2019 • SIGMOD Record • 48(1):78-85 Zhang H, Lim H, Leis V, Andersen DG, Kaminsky M, Keeton K, Pavlo A
