.png){kind=icon}
返回
A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization
.png){kind=icon}
OA
AI
DOI：10.1016/j.icte.2022.02.003.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Virtual Machine (VM) migration has become quite prevalent in cloud computing. Numerous VM migration-oriented techniques are required for efficient VM allocation but continue to struggle due to incorrect energy usage in the cloud model. Bio-inspired R&D-WOA (Re-initialization and Decomposition-Whale Optimization Algorithm) is proposed by integrating WOA with NSGA-II algorithm to discover Pareto-optimal solutions. The proposed algorithm optimizes the allocation of the task to VM which diminishes the number of VM migrations, thereby lowering the migration cost and energy consumption. The efficiency of the Bio-inspired R&D-WOA is 67%, 7%, 1%, and 1.98% improved than the performance of existing WOA with regard to load, migration cost, energy utilized, and resource abundance respectively. At a similar level of load, it provided 24.80% efficiency in energy, 31.77% reduction in migration cost with maximal resource availability of 0.9917 compared to the ChicWhale algorithm.(c) 2022 The Authors. Published by Elsevier B.V. on behalf of The Korean Institute of Communications and Information Sciences. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Keyword:
Non-dominated sorting algorithm
Energy
Resource abundance
VM migration
Whale optimization
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
4.2
论文数:
1.0K
被引数:
2.5K
机构
暂无机构信息
引用论文
Comparative Ethology of the Ciconiidae. Part 1. the Marabou Stork, Leptoptilos Cr Umenifer Us (Lesson).png)
Behaviour
BehaviourIF0
PREAI
分享收藏Influence of BDNF Val66Met on the relationship between cardiorespiratory fitness and memory in cognitively normal older adultsBDNF Val66Met对认知正常老年人心肺适能与记忆关系的影响OAAI
OAAI分享收藏Intrasinus thrombolysis in cerebral venous sinus thrombosis: Single-center experience in 19 patients
PREAI
分享收藏分享收藏
查看更多内容