Inventors:
Shivnath Babu - Milpitas CA, US
Adrian Daniel Popescu - Zurich, CH
Erik Lik Han Chu - Burlingame CA, US
Alkiviadis Simitsis - Santa Clara CA, US
International Classification:
G06F 11/36
G06F 17/30
G06N 99/00
G06N 5/02
Abstract:
A system and method for data application performance management is disclosed. According to one embodiment, a computer-implemented method, comprises receiving a selection of a goal for an application on a cluster of compute nodes. The goal includes one or more of a speedup goal, an efficiency goal, a reliability goal, and a service level agreement goal. The application on the cluster is executed. Data associated with the goal is collected. A recommendation to adjust one or more parameters that would allow the goal to be achieved.