Performance evaluation of virtual switch with batch arrival using quasi-birth–death process

Zeineb Tayachi, M. Escheikh, Kamel Barkaoui
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引用次数: 0

Abstract

With the fast progress of market and the innovation of modern technologies, the manufacturing sector must be more flexible and upgraded. In order to respond to the dynamically changing requirements, Information and communication systems integrated first the virtualization of servers and storage and then gradually the advances in Software-Defined Networking technology. However, the benefits of these solutions are even greater when they are optimized especially by preventing the occurrence of bottlenecks and increasing utilization of available resources. In this work, we deal with the performance analysis of virtual switch which is a key component of these solutions. A markovian queuing model with finite buffer is proposed for the performance to analysis virtual switch performance. It is assumed that packets arrive at the system in batches, but served one by one. The interactions between queues are manifested by using server vacation and polling strategy. Subsequently, we analyze the packet forwarding performance, such as average packet sojourn time and blocking probability with queuing theory and solve it by using quasi-birth death process. Finally, the numerical analysis is carried out to evaluate our proposed performance model with different parameter values.
基于准生-死过程的批量到达虚拟交换机性能评价
随着市场的快速发展和现代技术的创新,制造业必须更加灵活和升级。为了应对动态变化的需求,信息通信系统首先集成了服务器和存储的虚拟化,然后逐步发展了软件定义网络技术。但是,如果对这些解决方案进行了优化,特别是通过防止出现瓶颈和提高可用资源的利用率,那么这些解决方案的好处就会更大。在这项工作中,我们讨论了虚拟交换机的性能分析,它是这些解决方案的关键组成部分。为了分析虚拟交换机的性能,提出了一种具有有限缓冲的马尔可夫排队模型。假设数据包分批到达系统,但逐个提供服务。队列之间的交互通过使用服务器休假和轮询策略来实现。随后,我们利用排队理论分析了数据包转发性能,如平均数据包停留时间和阻塞概率,并利用准生死过程求解。最后,对不同参数值下的性能模型进行了数值分析。
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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