Lin Ma
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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
2012017
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
1192018
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
1022014
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
902016
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
352014
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
212020
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
192016
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
152019
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
122013
Predictive Indexing
J Arulraj, R Xian, L Ma, A Pavlo
arXiv preprint arXiv:1901.07064, 2019
42019
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
32021
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), 101-113, 2020
32020
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
12021
Self-Driving Database Management Systems: Forecasting, Modeling, and Planning
L Ma
2021
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
2021
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
2021
Leveraging query executions to improve index recommendations
B Ding, S Das, S Chaudhuri, VR Narasayya, R Marcus, L Ma, ...
US Patent App. 16/282,116, 2020
2020
ACM SIGMOD 2014 Programming Contest
L Ma, Y Chen, S Chen, Y Shao
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