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ORCIDDana Van Aken
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2020 – today
- 2021
[b1]Dana Van Aken:
On Automatic Database Management System Tuning Using Machine Learning. Carnegie Mellon University, USA, 2021- [j5]Dana Van Aken, Dongsheng Yang, Sebastien Brillard, Ari Fiorino, Bohan Zhang, Christian Billian, Andrew Pavlo
:
An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems. Proc. VLDB Endow. 14(7): 1241-1253 (2021) - [j4]Andy Pavlo, Matthew Butrovich, Lin Ma, Prashanth Menon, Wan Shen Lim, Dana Van Aken, William Zhang:
Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation. Proc. VLDB Endow. 14(12): 3211-3221 (2021)
2010 – 2019
- 2019
- [j3]Andrew Pavlo, Matthew Butrovich, Ananya Joshi, Lin Ma, Prashanth Menon, Dana Van Aken, Lisa Lee, Ruslan Salakhutdinov:
External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems. IEEE Data Eng. Bull. 42(2): 32-46 (2019) - 2018
- [j2]Bohan Zhang, Dana Van Aken, Justin Wang, Tao Dai, Shuli Jiang, Jacky Lao, Siyuan Sheng, Andrew Pavlo, Geoffrey J. Gordon:
A Demonstration of the OtterTune Automatic Database Management System Tuning Service. Proc. VLDB Endow. 11(12): 1910-1913 (2018) - [c5]Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon:
Query-based Workload Forecasting for Self-Driving Database Management Systems. SIGMOD Conference 2018: 631-645 - 2017
- [j1]Rachael Harding, Dana Van Aken, Andrew Pavlo, Michael Stonebraker:
An Evaluation of Distributed Concurrency Control. Proc. VLDB Endow. 10(5): 553-564 (2017) - [c4]Andrew Pavlo, Gustavo Angulo, Joy Arulraj, Haibin Lin, Jiexi Lin, Lin Ma, Prashanth Menon, Todd C. Mowry, Matthew Perron, Ian Quah, Siddharth Santurkar, Anthony Tomasic, Skye Toor, Dana Van Aken, Ziqi Wang, Yingjun Wu, Ran Xian, Tieying Zhang:
Self-Driving Database Management Systems. CIDR 2017 - [c3]Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, Bohan Zhang:
Automatic Database Management System Tuning Through Large-scale Machine Learning. SIGMOD Conference 2017: 1009-1024 - 2015
- [c2]Dana Van Aken, Djellel Eddine Difallah, Andrew Pavlo, Carlo Curino, Philippe Cudré-Mauroux:
BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed. SIGMOD Conference 2015: 1069-1073 - 2014
- [c1]Irene Zhang, Adriana Szekeres, Dana Van Aken, Isaac Ackerman, Steven D. Gribble, Arvind Krishnamurthy, Henry M. Levy:
Customizable and Extensible Deployment for Mobile/Cloud Applications. OSDI 2014: 97-112
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