| Automatic database management system tuning through large-scale machine learning D Van Aken, A Pavlo, GJ Gordon, B Zhang Proceedings of the 2017 ACM international conference on management of data …, 2017 | 682 | 2017 |
| 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 | 355 | 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 | 252 | 2018 |
| An evaluation of distributed concurrency control R Harding, D Van Aken, A Pavlo, M Stonebraker Proceedings of the VLDB Endowment 10 (5), 553-564, 2017 | 154 | 2017 |
| Customizable and Extensible Deployment for {Mobile/Cloud} Applications I Zhang, A Szekeres, D Van Aken, I Ackerman, SD Gribble, ... 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2014 | 90 | 2014 |
| An inquiry into machine learning-based automatic configuration tuning services on real-world database management systems D Van Aken, D Yang, S Brillard, A Fiorino, B Zhang, C Bilien, A Pavlo Proceedings of the VLDB Endowment 14 (7), 1241-1253, 2021 | 85 | 2021 |
| A demonstration of the ottertune automatic database management system tuning service B Zhang, D Van Aken, J Wang, T Dai, S Jiang, J Lao, S Sheng, A Pavlo, ... Proceedings of the VLDB Endowment 11 (12), 1910-1913, 2018 | 67 | 2018 |
| 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 | 45 | 2019 |
| 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 | 36 | 2021 |
| 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 | 9 | 2023 |
| BenchPress: dynamic workload control in the OLTP-bench testbed D Van Aken, DE Difallah, A Pavlo, C Curino, P Cudré-Mauroux Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015 | 8 | 2015 |
| On Automatic Database Management System Tuning Using Machine Learning D Van Aken Carnegie Mellon University, 2021 | | 2021 |
| 2021 Theses by Author A BAWEJA, R BOHRER, A BOLLU, E CAVALLO, S CHAUDHRY, ... | | |
| BAWEJA, Anubhav CMU-CS-21-133 BOHRER, Rose CMU-CS-21-115 BOLLU, Anand CMU-CS-21-124 CAVALLO, Evan CMU-CS-21-100 S CHAUDHRY, DD CHEN, J CHEN, Z CHEN, T CHU, A DAS, W DING, ... | | |
