Dana Van Aken
Carnegie Mellon University(US)
Publications by Year
Research Areas
Advanced Database Systems and Queries, Cloud Computing and Resource Management, Software System Performance and Reliability, Time Series Analysis and Forecasting, Data Stream Mining Techniques
Most-Cited Works
- → Automatic Database Management System Tuning Through Large-scale Machine Learning(2017)539 cited
- Self-Driving Database Management Systems.(2017)
- → Query-based Workload Forecasting for Self-Driving Database Management Systems(2018)175 cited
- → An evaluation of distributed concurrency control(2017)121 cited
- → An inquiry into machine learning-based automatic configuration tuning services on real-world database management systems(2021)88 cited
- → A demonstration of the ottertune automatic database management system tuning service(2018)59 cited
- → Customizable and extensible deployment for mobile/cloud applications(2014)49 cited
- → Make your database system dream of electric sheep(2021)28 cited
- External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems(2019)
- → BenchPress(2015)8 cited