| Self-Driving Database Management Systems. A Pavlo, G Angulo, J Arulraj, H Lin, J Lin, L Ma, P Menon, TC Mowry, ... CIDR 4, 1, 2017 | 349 | 2017 |
| Query-based workload forecasting for self-driving database management systems L Ma, D Van Aken, A Hefny, G Mezerhane, A Pavlo, GJ Gordon Proceedings of the 2018 International Conference on Management of Data, 631-645, 2018 | 249 | 2018 |
| Reducing the storage overhead of main-memory OLTP databases with hybrid indexes H Zhang, DG Andersen, A Pavlo, M Kaminsky, L Ma, R Shen Proceedings of the 2016 International Conference on Management of Data, 1567 …, 2016 | 161 | 2016 |
| Parallel subgraph listing in a large-scale graph Y Shao, B Cui, L Chen, L Ma, J Yao, N Xu Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 142 | 2014 |
| Active learning for ML enhanced database systems L Ma, B Ding, S Das, A Swaminathan Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 61 | 2020 |
| External vs. internal: an essay on machine learning agents for autonomous database management systems A Pavlo, M Butrovich, A Joshi, L Ma, P Menon, D Van Aken, L Lee, ... IEEE bulletin 42 (2), 2019 | 42 | 2019 |
| MB2: decomposed behavior modeling for self-driving database management systems L Ma, W Zhang, J Jiao, W Wang, M Butrovich, WS Lim, P Menon, A Pavlo Proceedings of the 2021 International Conference on Management of Data, 1248 …, 2021 | 41 | 2021 |
| Page: a partition aware engine for parallel graph computation Y Shao, B Cui, L Ma IEEE Transactions on Knowledge and Data Engineering 27 (2), 518-530, 2014 | 37 | 2014 |
| Make your database system dream of electric sheep: towards self-driving operation A Pavlo, M Butrovich, L Ma, P Menon, WS Lim, D Van Aken, W Zhang Proceedings of the VLDB Endowment 14 (12), 3211-3221, 2021 | 33 | 2021 |
| Permutable compiled queries: dynamically adapting compiled queries without recompiling P Menon, A Ngom, L Ma, TC Mowry, A Pavlo Proceedings of the VLDB Endowment 14 (2), 2020 | 32 | 2020 |
| Larger-than-memory data management on modern storage hardware for in-memory OLTP database systems L Ma, J Arulraj, S Zhao, A Pavlo, SR Dulloor, MJ Giardino, J Parkhurst, ... Proceedings of the 12th International Workshop on Data Management on New …, 2016 | 30 | 2016 |
| Page: A partition aware graph computation engine Y Shao, J Yao, B Cui, L Ma Proceedings of the 22nd ACM international conference on Information …, 2013 | 13 | 2013 |
| Everything is a transaction: Unifying logical concurrency control and physical data structure maintenance in database management systems L Zhang, M Butrovich, T Li, A Pavlo, Y Nannapaneni, J Rollinson, ... CIDR, 2021 | 11 | 2021 |
| Predictive indexing J Arulraj, R Xian, L Ma, A Pavlo arXiv preprint arXiv:1901.07064, 2019 | 10 | 2019 |
| Tastes great! Less filling! High performance and accurate training data collection for self-driving database management systems M Butrovich, WS Lim, L Ma, J Rollinson, W Zhang, Y Xia, A Pavlo Proceedings of the 2022 International Conference on Management of Data, 617-630, 2022 | 9 | 2022 |
| Database gyms WS Lim, M Butrovich, W Zhang, A Crotty, L Ma, P Xu, J Gehrke, A Pavlo Conference on Innovative Data Systems Research, 2023 | 6 | 2023 |
| Filter representation in vectorized query execution A Ngom, P Menon, M Butrovich, L Ma, WS Lim, TC Mowry, A Pavlo Proceedings of the 17th International Workshop on Data Management on New …, 2021 | 6 | 2021 |
| Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs N Deng, Z Sun, R He, A Sikka, Y Chen, L Ma, Y Zhang, R Mihalcea ACL 2024 Findings, 2024 | 4* | 2024 |
| Self-Driving Database Management Systems: Forecasting, Modeling, and Planning L Ma Carnegie Mellon University, 2021 | 3 | 2021 |
| Leveraging query executions to improve index recommendations B Ding, S Das, S Chaudhuri, VR Narasayya, R Marcus, L Ma, ... US Patent 11,138,266, 2021 | 2 | 2021 |
Andy PavloCarnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
