FSSLA: A Fuzzy-based scheme for slice service level agreement in 5G wireless networks and its performance evaluation

IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Phudit Ampririt, Ermioni Qafzezi, Kevin Bylykbashi, Makoto Ikeda, Keita Matsuo, L. Barolli
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引用次数: 1

Abstract

The Software-Defined Network (SDN) with Network Slicing will be a good approach for admission control in the Fifth Generation (5G) wireless network, which is planned to be adaptable to meet user requirements. The system’s resources are limited, and the number of devices is growing much faster than it can handle. So, the overloading problem will be a very critical problem. To deal with these problems, this paper presents a Fuzzy-based Scheme for Service Level Agreement (SLA) evaluation (FSSLA). We compare two models: FSSLA1 and FSSLA2. The FSSLA1 considers three input parameters: Reliability (Re), Availability (Av), Latency (La) and the output parameter is SLA. In FSSLA2, we consider Traffic Load (Tl) as a new parameter. From simulation results, we conclude that the considered parameters have different effects on the SLA. When Re and Av are increasing, the SLA parameter is increased but when La and Tl are increasing, the SLA parameter is decreased. When the Tl value is changed from 20% to 80%, the SLA is decreased by 16.62% when Re 10%, Av 90% and the La value is 1 ms. When the Re is increased from 10% to 90% and 50% to 90% and the Tl value is 50%, the Av is 50% and the La is 1 ms, the SLA is increased by 22.76% and 11.38%, respectively.
FSSLA:一种基于模糊的5G无线网络分片服务水平协议及其性能评估方案
具有网络切片功能的软件定义网络(SDN)将成为第五代(5G)无线网络中的一种很好的准入控制方法,并计划根据用户需求进行适应性调整。系统的资源是有限的,而设备数量的增长速度远远超过了它的处理能力。因此,重载问题将是一个非常关键的问题。为了解决这些问题,本文提出了一种基于模糊的服务水平协议(SLA)评估方案。我们比较了FSSLA1和FSSLA2两种模型。FSSLA1考虑三个输入参数:可靠性(Re)、可用性(Av)、时延(La),输出参数为SLA。在FSSLA2中,我们将流量负载(Tl)作为一个新的参数。仿真结果表明,所考虑的参数对SLA有不同的影响。随着Re和Av的增加,SLA参数增大,而随着La和Tl的增加,SLA参数减小。当Tl值从20%变为80%时,当Re值为10%,Av值为90%,La值为1 ms时,SLA降低16.62%。当Re从10%增加到90%和50%增加到90%,Tl值为50%,Av为50%,La为1 ms时,SLA分别提高22.76%和11.38%。
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
Journal of High Speed Networks
Journal of High Speed Networks Computer Science-Computer Networks and Communications
CiteScore
1.80
自引率
11.10%
发文量
26
期刊介绍: The Journal of High Speed Networks is an international archival journal, active since 1992, providing a publication vehicle for covering a large number of topics of interest in the high performance networking and communication area. Its audience includes researchers, managers as well as network designers and operators. The main goal will be to provide timely dissemination of information and scientific knowledge. The journal will publish contributed papers on novel research, survey and position papers on topics of current interest, technical notes, and short communications to report progress on long-term projects. Submissions to the Journal will be refereed consistently with the review process of leading technical journals, based on originality, significance, quality, and clarity. The journal will publish papers on a number of topics ranging from design to practical experiences with operational high performance/speed networks.
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