Dana Van Aken
Title
Cited by
Cited by
Year
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
2842017
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
1602017
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
982018
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
762017
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 …, 2014
742014
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
192018
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
72019
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
42015
Geo rey J Gordon, and Bohan Zhang. Automatic database management system tuning through large-scale machine learning
D Van Aken, A Pavlo
Proceedings of the 2017 International Conference on Management of Data …, 0
4
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
2021
On Automatic Database Management System Tuning Using Machine Learning
D Van Aken
University of Michigan, 2020
2020
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