基于排队网络的容器化IP多媒体子系统的统计表征

M. Mauro, A. Liotta, M. Longo, F. Postiglione
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引用次数: 2

摘要

今天,现代电信基础设施正在支持软件范例(例如虚拟化、容器化),这是实现网络切片所必需的,因此,在提供的服务和成本之间实现有益的权衡。特别是,与经典的虚拟化框架相比,基于容器的技术提供了一个轻量级环境来托管新的网络服务。受这些最新趋势的启发,在这项工作中,我们提出了IP多媒体子系统(cIMS)的容器化版本的统计特征,cIMS是5G核心网的关键部分之一。准确地说,我们:i)利用排队网络(QN)形式化来模拟cIMS基础设施的链式行为;ii)进行统计评估,分析不同情况下(单/多类别)的排队动态,并选择在给定成本下保证最短响应时间的最佳cIMS部署;iii)通过Clearwater平台进行实验分析,提取系统参数的现实估计。
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Statistical Characterization of Containerized IP Multimedia Subsystem through Queueing Networks
Today, modern telco infrastructures are espousing softwarized paradigms (e.g. virtualization, containerization), which are necessary to implement the network slicing, and, consequently, to achieve a beneficial trade-off between service offered and costs. In particular, container-based technologies, when compared to classic virtualized frameworks, offer a lightweight environment to host novel network services. Inspired by these last trends, in this work we propose a statistical characterization of a containerized version of IP Multimedia Subsystem (cIMS), one of the crucial parts of 5G core network. Precisely, we: i) exploit the Queueing Networks (QN) formalism to model the chained behavior of a cIMS infrastructure; ii) perform a statistical assessment aimed at analyzing both the queueing dynamics in different scenarios (single/multi class), and at selecting the optimal cIMS deployment guaranteeing the minimum response time at a given cost; iii) carry on an experimental analysis through Clearwater platform to extract realistic estimates of system parameters.
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