Dana Van Aken

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 8

Top Topics

Database Management

Relational Dbms

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

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) (2021)
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) (2019)
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) (2018)
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)
Rachael Harding, Dana Van Aken, Andrew Pavlo, Michael Stonebraker
An Evaluation of Distributed Concurrency Control. Proc. VLDB Endow. 10 (5) (2017)
Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, Bohan Zhang
Automatic Database Management System Tuning Through Large-scale Machine Learning. SIGMOD Conference (2017)
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)
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)
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)