Bring Intelligence to Resource Utilization

10/06/2017
9:00 am - 9:20 am
OCCC W304C

Objective: Guidance
Audience Level: Beginner/Intermediate
Session Type: Presentation

Resource utilization is traditionally achieved by a set of heuristic rules and thresholds provided by technical experts with rich experience in cluster resource management. In this presentation, we want to present a solution using Reinforcement Learning and Machine Learning algorithms to make cluster allocation decisions more dynamically and elastically.

Speaker(s)

Xiaoqian Liu, Data Engineer, Salesforce