Dynamic performance tuning of Hadoop
Kamal Kc and Vincent W. Freeh
In this work, we develop an approach to dynamically change MSV during the execution of an application. Our approach converges to the best MSV for all types of applications and it does so with low overhead. Without dynamic approach, determining the best MSV of an application requires a very tedious process of measuring the map completion time for all MSV settings.