DRL-Scheduling: An Intelligent QoS-Aware Job Scheduling Framework for Applications in Clouds

DRL-Scheduling: An Intelligent QoS-Aware Job Scheduling Framework for Applications in Clouds

As an increasing number of traditional applications migrated to the cloud, achieving resource management and performance optimization in such a dynamic and uncertain environment becomes a big challenge for cloud-based application providers. In particular, job scheduling is a non-trivial task, which...

Full description

Bibliographic Details
Main Authors: Yi Wei, Li Pan, Shijun Liu, Lei Wu, Xiangxu Meng
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Cloud computing
deep Q-Learning
job scheduling
QoS
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/8476582/

Internet

https://ieeexplore.ieee.org/document/8476582/

Similar Items