Dana Van Aken

According to our database, Dana Van Aken authored at least 11 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

On Automatic Database Management System Tuning Using Machine Learning.

Dana Van Aken

PhD thesis, 2021

Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation.

Andy Pavlo, Matthew Butrovich, Lin Ma, Prashanth Menon, Wan Shen Lim, Dana Van Aken, William Zhang

Proc. VLDB Endow., 2021

An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems.

Dana Van Aken, Dongsheng Yang, Sebastien Brillard, Ari Fiorino, Bohan Zhang, Christian Billian, Andrew Pavlo

Proc. VLDB Endow., 2021

2019

External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems.

Andrew Pavlo, Matthew Butrovich, Ananya Joshi, Lin Ma, Prashanth Menon, Dana Van Aken, Lisa Lee, Ruslan Salakhutdinov

IEEE Data Eng. Bull., 2019

2018

A Demonstration of the OtterTune Automatic Database Management System Tuning Service.

Bohan Zhang, Dana Van Aken, Justin Wang, Tao Dai, Shuli Jiang, Jacky Lao, Siyuan Sheng, Andrew Pavlo, Geoffrey J. Gordon

Proc. VLDB Endow., 2018

Query-based Workload Forecasting for Self-Driving Database Management Systems.

Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

An Evaluation of Distributed Concurrency Control.

Rachael Harding, Dana Van Aken, Andrew Pavlo, Michael Stonebraker

Proc. VLDB Endow., 2017

Automatic Database Management System Tuning Through Large-scale Machine Learning.

Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, Bohan Zhang

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Self-Driving Database Management Systems.

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

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2015

BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed.

Dana Van Aken, Djellel Eddine Difallah, Andrew Pavlo, Carlo Curino, Philippe Cudré-Mauroux

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014

Customizable and Extensible Deployment for Mobile/Cloud Applications.

Irene Zhang, Adriana Szekeres, Dana Van Aken, Isaac Ackerman, Steven D. Gribble, Arvind Krishnamurthy, Henry M. Levy

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014