Perspective of virtual machine consolidation in cloud computing: a systematic survey

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS Telecommunication Systems Pub Date : 2024-06-18 DOI:10.1007/s11235-024-01184-9
Junzhong Zou, Kai Wang, Keke Zhang, Murizah Kassim
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Abstract

Virtual Machine Consolidation (VMC) in cloud computing refers to the process of optimizing resource utilization by consolidating multiple Virtual Machines (VMs) onto fewer physical servers. This approach aims to maximize the efficiency of resource allocation, reduce operational costs, and enhance overall system performance. In general, effective VMC remains a cornerstone of efficient cloud infrastructure management, balancing resource efficiency with operational complexities to deliver reliable and cost-effective services. In this paper, we undertake a systematic survey of the essential steps in VMC within cloud computing environments. We focus on three critical phases: Physical Machines (PMs) detection, VMs selection, and VMs placement. The review comprehensively explores various aspects of VMC in cloud computing, including motivations, benefits, techniques, challenges, limitations, and applications. It also delves into the techniques and algorithms used for VMC, providing insights into state-of-the-art approaches. Meanwhile, the paper serves as a valuable resource for researchers interested in VMC, and provides a foundation for future research endeavors.

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云计算中虚拟机整合的视角:系统调查
云计算中的虚拟机整合(VMC)是指将多个虚拟机(VM)整合到更少的物理服务器上,从而优化资源利用率的过程。这种方法旨在最大限度地提高资源分配效率、降低运营成本并提高系统整体性能。总体而言,有效的虚拟机管理仍是高效云基础设施管理的基石,它能在资源效率和操作复杂性之间取得平衡,从而提供可靠且经济高效的服务。在本文中,我们对云计算环境中虚拟机管理的基本步骤进行了系统调查。我们重点关注三个关键阶段:物理机(PM)检测、虚拟机选择和虚拟机放置。综述全面探讨了云计算中虚拟机管理的各个方面,包括动机、优势、技术、挑战、限制和应用。论文还深入探讨了用于虚拟机托管的技术和算法,对最先进的方法提出了见解。同时,本文还是对 VMC 感兴趣的研究人员的宝贵资源,为今后的研究工作奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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