Portfolio item number 1
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- Seattle, WA
OtterTune, Inc.- Github
Posts by Collection
portfolio
Portfolio item number 2
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publications
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 USENIX Symposium on Operating Systems Design and Implementation (OSDI), October 2014.
BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed
[DEMO] Dana Van Aken, Djellel Eddine Difallah, Andrew Pavlo, Carlo Curino, Philippe Cudre-Mauroux.Proceedings of SIGMOD, June 2015.
An Evaluation of Distributed Concurrency Control
Rachael Harding, Dana Van Aken, Andrew Pavlo, 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 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 CIDR, January 2017.
Automatic Database Management System Tuning Through Large-scale Machine Learning
Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, Bohan Zhang.Proceedings of SIGMOD, May 2017.
Tuning Your DBMS Automatically with Machine Learning
Dana Van Aken, Geoffrey J. Gordon, Andrew Pavlo.AWS Machine Learning Blog, June 2017.
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 SIGMOD, June 2018.
A Demonstration of the OtterTune Automatic Database Management System Tuning Service
[DEMO] Bohan Zhang, Dana Van Aken, Justin Wang, Tao Dai, Shuli Jiang, Jacky Lao, Siyuan Sheng, Andrew Pavlo, Geoffrey J. Gordon.Proceedings of the VLDB Endowment, August 2018.
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 Engineering Bulletin, June 2019.
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.Proceedings of the VLDB Endowment, January 2021.
On Automatic Database Management System Tuning Using Machine Learning
Dana Van Aken.Ph.D. Thesis, Carnegie Mellon University, February 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.Proceedings of the VLDB Endowment, March 2021.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
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