| Title: |
A multi‐objective method for virtual machines allocation in cloud data centres using an improved grey wolf optimization algorithm |
| Authors: |
Masoud Hashemi; Danial Javaheri; Parisa Sabbagh; Behdad Arandian; Karlo Abnoosian |
| Source: |
IET Communications, Vol 15, Iss 18, Pp 2342-2353 (2021) |
| Publisher Information: |
Wiley, 2021. |
| Publication Year: |
2021 |
| Collection: |
LCC:Telecommunication |
| Subject Terms: |
cloud computing; improved grey wolf optimization algorithm; virtual machines allocation; Optimisation techniques; Computer engineering; Internet software; Telecommunication; TK5101-6720 |
| Description: |
Abstract Cloud computing is a rapidly evolving computational technology. It is a distributed computational system that offers dynamically scaled computational resources, such as processing power, storage, and applications, delivered as a service through the Internet. Virtual machines (VMs) allocation is known as one of the most significant problems in cloud computing. It aims to find a suitable location for VMs on physical machines (PMs) to attain predefined aims. So, the main purpose is to reduce energy consumption and improve resource utilization. Because the VM allocation issue is NP‐hard, meta‐heuristic and heuristic methods are frequently utilized to address it. This paper presents an energy‐aware VM allocation method using the improved grey wolf optimization (IGWO) algorithm. Our key goals are to decrease both energy consumption and allocation time. The simulation outcomes from the MATLAB simulator approve the excellence of the algorithm compared to previous works. |
| Document Type: |
article |
| File Description: |
electronic resource |
| Language: |
English |
| ISSN: |
1751-8636; 1751-8628 |
| Relation: |
https://doaj.org/toc/1751-8628; https://doaj.org/toc/1751-8636 |
| DOI: |
10.1049/cmu2.12274 |
| Access URL: |
https://doaj.org/article/f0837e8b5a8a45c1b7b4e7be32f65e47 |
| Accession Number: |
edsdoj.f0837e8b5a8a45c1b7b4e7be32f65e47 |
| Database: |
Directory of Open Access Journals |