DBSeer: Pain-free Database Administration through Workload Intelligence
DBSeer is a workload intelligence framework that exploits advanced machine learning and causality techniques to aid the DBA in his/her various responsibilities.
DBSeer uses machine learning and statistical regression techniques to identify the bottleneck resources and predict performance for a given set of resources.
Performance explanation with DBSherlock
DBSeer also comes with a performance explanation module, called DBSherlock.
DBSherlock utilizes the statistics collected from the database and the operating system. By combining techniques from outlier detection and causality analysis, DBSherlock assist DBAs in diagnosing performance problems more easily, more accurately, and in a principled manner.
