支持物联网的软件定义边缘网络的延迟感知动态资源编排

IF 1.7 4区计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC

International Journal of Communication Systems Pub Date : 2025-03-31 DOI:10.1002/dac.70072

Lalita Agrawal, Ayan Mondal, Mohammad S. Obaidat, Erkki Harjula

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引用次数: 0

摘要

在快速发展的物联网（IoT）生态系统中，软件定义网络（SDN）与边缘计算的集成对于优化物联网应用的性能至关重要。本文介绍了一个名为D-RESIN的新框架，旨在动态地协调边缘支持物联网的SDN内的资源，明确地专注于最小化延迟。该框架采用进化博弈论来管理和优化IoT设备、Open vswitch和Edge节点之间的资源分配。我们使用带有Ryu SDN控制器和Open vSwitches的Mininet网络模拟器实现了所提出的D-RESIN方案。我们发现，与现有方案- t - resin和FlowMan相比，D-RESIN在接入层的平均处理延迟分别减少了52.43% ~ 88.82%和32.71% ~ 87.91%。在边缘层，D-RESIN比T-RESIN平均减少加工延迟35.44-85.10%。这些仿真结果突出了D-RESIN在增强延迟敏感物联网应用的可扩展性和效率方面的有效性。

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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Delay-Aware Dynamic Resource Orchestration for IoT-Enabled Software-Defined Edge Networks

In the rapidly evolving Internet of Things (IoT) ecosystem, the integration of software-defined networking (SDN) with edge computing is critical for optimizing performance in IoT applications. This paper introduces a novel framework, named D-RESIN, designed to dynamically orchestrate resources within IoT-enabled SDN at the edge, explicitly focusing on minimizing delays. The proposed framework employs evolutionary game theory to manage and optimize resource allocation across IoT devices, Open vSwitches, and Edge nodes. We implemented the proposed D-RESIN schemes using the Mininet network emulator with Ryu SDN controller and Open vSwitches. We found out that D-RESIN reduces average processing delay at the access tier by 52.43%–88.82% and 32.71%–87.91% compared to the existing scheme—T-RESIN and FlowMan, respectively. At the edge tier, D-RESIN decreases the average processing delay by 35.44-85.10% compared to T-RESIN. These simulation results highlight the effectiveness of D-RESIN in enhancing scalability and efficiency for delay-sensitive IoT applications.

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来源期刊

International Journal of Communication Systems 工程技术-电信学

CiteScore

5.90

自引率

9.50%

发文量

323

审稿时长

7.9 months

期刊介绍： The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.