Abstract
Resource over provisioning in cloud computing consumes energy excessively. Energy-aware dynamic virtual machine consolidation (DVMC) reduces energy consumption without compromising service level agreement. In this paper, we put forward a new framework of DVMC for green cloud computing. In particular, we propose a new virtual machine (VM) placement policy, namely, space aware best fit decreasing (SABFD) and a new migration VM selection policy, namely, high CPU utilization-based migration VM selection (called HS). Thorough simulations are carried out to evaluate the performances of different energy-aware DVMC plans based on real-world workload traces, with DVMC plans as various combinations of host overload detection, migration VM selection, and VM placement policies. The simulation results show that DVMC plans with SABFD policy or with HS policy outperforms alternative DVMC plans. What is more, a DVMC plan with both SABFD and HS policies makes the best performance.
| Original language | English |
|---|---|
| Pages (from-to) | 15259-15273 |
| Number of pages | 15 |
| Journal | IEEE Access |
| Volume | 6 |
| DOIs | |
| Publication status | Published - 8 Mar 2018 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 7 Affordable and Clean Energy
Keywords
- cloud computing
- green cloud computing
- dynamic virtual machine consolidation
- virtual machine placement
- cloud datacenter
ASJC Scopus subject areas
- General Engineering
- General Computer Science
- General Materials Science
Fingerprint
Dive into the research topics of 'Energy-aware dynamic virtual machine consolidation for cloud datacenters'. Together they form a unique fingerprint.Profiles
Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver