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A hybrid energy-aware algorithm for virtual machine placement in cloud computing.

Authors :
Yousefi, Malek
Babamir, Seyed Morteza
Source :
Computing. May2024, Vol. 106 Issue 5, p1297-1320. 24p.
Publication Year :
2024

Abstract

Virtual Machine Placement (VMP) plays a significant role in improving efficiency of Cloud Data Center (CDC). With the dramatic increase in the use of cloud computing, it seems necessary to apply effective algorithms to reduce the power consumption of CDC. VMP is known as a NP-Hard problem that cannot be solved by deterministic algorithms in polynomial time. In this paper, an algorithm named Combinated Random Best First Fit (CRBFF) is proposed with the aim of increasing the Quality of Service (QoS), in which Virtual Machines (VMs) are optimally placed on heterogeneous Physical Machines (PMs). The effectiveness of CRBFF is evaluated by different metrics on Google Compute Engine (GCE), Amazon Web Service Elastic Compute Cloud (AWS EC2) and Microsoft Azure scenarios and the results show that CRBFF performs better than other common algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0010485X
Volume :
106
Issue :
5
Database :
Academic Search Index
Journal :
Computing
Publication Type :
Academic Journal
Accession number :
177775100
Full Text :
https://doi.org/10.1007/s00607-024-01280-3