云计算环境中负载平衡方法的重要回顾与分析

IF 1.9 4区 计算机科学 Q3 TELECOMMUNICATIONS
Anjali Choudhary, Ranjit Rajak, Shiv Prakash
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引用次数: 0

摘要

当今时代,云计算的概念在全球范围内发挥了重要作用。通过这种方式,用户可以根据自己的需求定制服务。通过连接互联网,用户可以获得各种服务,如按需访问、存储空间、软件构建平台、数据恢复等,并且只需为他们所使用的服务付费。云领域面临着容错、能效、调度、资源调配、负载平衡等巨大挑战。本文的重点是负载均衡领域。这可以定义为在各种可用的虚拟机之间重新分配工作负载,以达到平衡状态。本文对多种负载平衡(LB)方法进行了评估和综述。服务质量(QoS)起着至关重要的作用,它包含各种参数,用于评估负载平衡方法的耗时、速度、成本、吞吐量等。本文基于 QoS 参数,重点介绍了多种负载平衡方法及其简要说明、使用的平台、这些方法使用的不同模拟器和工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A Critical Review and Analysis of Load Balancing Methods in Cloud Computing Environment

A Critical Review and Analysis of Load Balancing Methods in Cloud Computing Environment

In the present times, the concept of cloud computing has played a significant role at the global level. With this approach, users can able to customize their services as per their needs. By having the connection of internet users can get able to serve various kinds of services like on-demand access, storage space, software building platforms, data recovery, etc., and pay only for that service that they have consumed. Enormous challenges in the cloud domain such as fault tolerance, energy efficiency, scheduling, resource provisioning, load balancing, etc. This paper is focused on load balancing domain. This can be defined as a redistribution of the workload among various available virtual machines in such an identical manner that would lead to a balanced state. This paper presents the evaluative and inclusive review of numerous load balancing (LB) methods. Quality of services(QoS) is vital role that contain various parameters to evaluate the load balancing methods in respect of makespan, speedup, cost, throughput, etc. This paper is highlighted numerous of load balancing methods with their brief explaination, platform used, different simulator and tools used by these methods and based on QoS parameters.

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来源期刊
Wireless Personal Communications
Wireless Personal Communications 工程技术-电信学
CiteScore
5.80
自引率
9.10%
发文量
663
审稿时长
6.8 months
期刊介绍: The Journal on Mobile Communication and Computing ... Publishes tutorial, survey, and original research papers addressing mobile communications and computing; Investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia; Explores propagation, system models, speech and image coding, multiple access techniques, protocols, performance evaluation, radio local area networks, and networking and architectures, etc.; 98% of authors who answered a survey reported that they would definitely publish or probably publish in the journal again. Wireless Personal Communications is an archival, peer reviewed, scientific and technical journal addressing mobile communications and computing. It investigates theoretical, engineering, and experimental aspects of radio communications, voice, data, images, and multimedia. A partial list of topics included in the journal is: propagation, system models, speech and image coding, multiple access techniques, protocols performance evaluation, radio local area networks, and networking and architectures. In addition to the above mentioned areas, the journal also accepts papers that deal with interdisciplinary aspects of wireless communications along with: big data and analytics, business and economy, society, and the environment. The journal features five principal types of papers: full technical papers, short papers, technical aspects of policy and standardization, letters offering new research thoughts and experimental ideas, and invited papers on important and emerging topics authored by renowned experts.
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