Prioritization and offloading in P4 switch integrated with NFV

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS Telecommunication Systems Pub Date : 2024-04-16 DOI:10.1007/s11235-024-01129-2
Farhin Faiza Neha, Yuan-Cheng Lai, Md. Shohrab Hossain, Ying-Dar Lin
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Abstract

The architecture of integrating Software Defined Networking (SDN) with Network Function Virtualization (NFV) is excellent because the former virtualizes the control plane, and the latter virtualizes the data plane. As Programming Protocol-independent Packet Processors (P4) become popular, the architecture integrating SDN with NFV may shift from traditional switches to P4 switches. In this architecture, which integrates P4 switch and NFV (P4 + NFV), network functions can be provided in both P4 switches (PNF) and NFV (VNF). Thus, to minimize packet delay, an offloading problem between P4 switches and NFV in this P4 + NFV should be addressed. This paper tackles this offloading problem and figures out the prioritization mechanism between newly arriving packets and packets that require VNF for minimizing packet delay. We model and analyze the P4 + NFV architecture using an M/M/1 queuing model with non-preemptive priority. Also, we propose an optimization solution based on gradient descent to find the optimal offloading probability of going to VNF. Results show that optimal offloading from P4 switch to NFV can reduce the average packet delay from 13.74 to 40.73%, when packets requiring VNF are given higher priority than newly arriving packets.

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与 NFV 集成的 P4 交换机的优先级和卸载
软件定义网络(SDN)与网络功能虚拟化(NFV)的集成架构非常出色,因为前者虚拟化了控制平面,后者虚拟化了数据平面。随着独立于编程协议的分组处理器(P4)的普及,集成 SDN 与 NFV 的架构可能会从传统交换机转向 P4 交换机。在这种集成了 P4 交换机和 NFV(P4 + NFV)的架构中,P4 交换机(PNF)和 NFV(VNF)都能提供网络功能。因此,为了最大限度地减少数据包延迟,需要解决 P4 交换机和 NFV 之间的卸载问题。本文解决了这一卸载问题,并找出了新到达数据包与需要 VNF 的数据包之间的优先级机制,以最大限度地减少数据包延迟。我们使用具有非抢占式优先级的 M/M/1 队列模型对 P4 + NFV 架构进行建模和分析。此外,我们还提出了一种基于梯度下降的优化解决方案,以找到转到 VNF 的最佳卸载概率。结果表明,当需要 VNF 的数据包的优先级高于新到达的数据包时,从 P4 交换机到 NFV 的最佳卸载可将平均数据包延迟从 13.74% 降低到 40.73%。
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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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