HYBRID LOAD BALANCING ALGORITHM FOR FOG COMPUTING ENVIRONMENT

A. Abuhamdah, M. Al-Shabi
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引用次数: 7

Abstract

Fog computing has become a new trend in the Internet of things domain and cloud computing applications. It is a novel model to achieve the availability, flexibility and better responding time. In spite of that, there is so many challenges facing computing environments such as the misuse of the resources and load-balancing between them, which has a major effect on performance. The requirement of effective and robust load-balancing algorithms is one of the most significant interest in this field. Many researchers suggested various load-balancing algorithms in fog computing, but there is still inefficiency in the system performance and misalignment in load -balancing. This paper will provide a description of numerous concepts such as computing fog, fog nodes, load balancing and then we recommend a load-balancing algorithm to enhance the fog-computing environment performance, which is a hybrid algorithm benefits from the optimizing processing time (OPT) algorithms. In order to explore the proposed algorithm performance, a comparison made with other algorithms. Results indicates that using the proposed optimizing processing time algorithm in load-balancing algorithm has superior response and processing time than the compared algorithms to user requests, and the data total cost centre’s as well.
雾计算环境下的混合负载均衡算法
雾计算已经成为物联网领域和云计算应用的新趋势。它是一种实现可用性、灵活性和较好的响应时间的新颖模型。尽管如此,计算环境仍然面临着许多挑战,例如资源的滥用和它们之间的负载平衡,这对性能有很大的影响。对高效鲁棒负载均衡算法的需求是该领域最关注的问题之一。许多研究者在雾计算中提出了各种负载均衡算法,但仍然存在系统性能低下和负载均衡不均衡的问题。本文将对雾计算、雾节点、负载平衡等概念进行描述,然后推荐一种负载平衡算法来提高雾计算环境的性能,该算法是一种受益于优化处理时间(OPT)算法的混合算法。为了探究所提算法的性能,与其他算法进行了比较。结果表明,在负载均衡算法中使用所提出的优化处理时间算法,对用户请求的响应速度和处理时间均优于对比算法,数据总成本中心也优于对比算法。
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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