Dana Van Aken

Publications

• Query-based Workload Forecasting for Self-Driving Database Management Systems
  Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, and Geoffrey J. Gordon
  Proceedings of SIGMOD, June 2018.
• Automatic Database Management System Tuning Through Large-scale Machine Learning
  Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, and Bohan Zhang
  Proceedings of SIGMOD, May 2017.
• Tuning Your DBMS Automatically with Machine Learning
  Dana Van Aken, Andrew Pavlo, and Geoffrey J. Gordon
  [Blog] AWS AI Blog, June 2017.
• An Evaluation of Distributed Concurrency Control
  Rachael Harding, Dana Van Aken, Andrew Pavlo, and Michael Stonebraker
  Proceedings of the VLDB Endowment, January 2017.
• Self-Driving Database Management Systems
  Andrew Pavlo, Gustavo Angulo, Joy Arulraj, Haibin Lin, Jiexi Lin, Lin Ma, Prashanth Menon, Todd Mowry, Matthew Perron, Ian Quah, Siddharth Santurkar, Anthony Tomasic, Skye Toor, Dana Van Aken, Ziqi Wang, Yingjun Wu, Ran Xian, and Tieying Zhang
  CIDR, January 2017.
• BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed
  Dana Van Aken, Djellel E. Difallah, Andrew Pavlo, Carlo Curino, and Philippe Cudre-Mauroux
  Proceedings of SIGMOD, pages 1069-1073, June 2015.
• Customizable and Extensible Deployment for Mobile/Cloud Applications
  Irene Zhang, Adriana Szekeres, Dana Van Aken, Isaac Ackerman, Steven D. Gribble, Arvind Krishnamurthy, and Henry M. Levy
  In OSDI, October 2014.
  

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