Performance-to-Power Ratio Aware Resource Consolidation Framework Based on Reinforcement Learning in Cloud Data Centers

Performance-to-Power Ratio Aware Resource Consolidation Framework Based on Reinforcement Learning in Cloud Data Centers

Dynamic consolidation of virtual machines (VMs) is presented as a significant technique of energy conservation in cloud environments, which can eliminate the hotspot of overloaded hosts and switch the under loaded hosts to sleep mode through live migration of virtual machines. However, since the fac...

Full description

Bibliographic Details
Main Authors: Weichao Ding, Fei Luo, Chunhua Gu, Haifeng Lu, Qin Zhou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Resource consolidation
reinforcement learning
energy consumption
SLA violation
Online Access:https://ieeexplore.ieee.org/document/8959131/

Internet

https://ieeexplore.ieee.org/document/8959131/

Similar Items