Autonomic Communications in Software-Driven Networks

IF 13.8 1区计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Journal on Selected Areas in Communications Pub Date : 2017-10-09 DOI:10.1109/JSAC.2017.2760354

Zhongliang Zhao, Eryk Schiller, Eirini Kalogeiton, T. Braun, B. Stiller, Mevlut Turker Garip, Joshua Joy, M. Gerla, Nabeel Akhtar, I. Matta

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引用次数: 22

Abstract

Autonomic communications aim to provide the quality-of-service in networks using self-management mechanisms. It inherits many characteristics from autonomic computing, in particular, when communication systems are running as specialized applications in software-defined networking (SDN) and network function virtualization (NFV)-enabled cloud environments. This paper surveys autonomic computing and communications in the context of software-driven networks, i.e., networks based on SDN/NFV concepts. Autonomic communications create new challenges in terms of security, operations, and business support. We discuss several goals, research challenges, and development issues on self-management mechanisms and architectures in software-driven networks. This paper covers multiple perspectives of autonomic communications in software-driven networks, such as automatic testing, integration, and deployment of network functions. We also focus on self-management and optimization, which make use of machine learning techniques.

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软件驱动网络中的自主通信

自主通信旨在使用自我管理机制在网络中提供服务质量。它继承了自主计算的许多特性，特别是当通信系统作为专用应用程序在软件定义网络（SDN）和支持网络功能虚拟化（NFV）的云环境中运行时。本文调查了软件驱动网络（即基于SDN/NFV概念的网络）背景下的自主计算和通信。自主通信在安全、运营和业务支持方面带来了新的挑战。我们讨论了软件驱动网络中自我管理机制和架构的几个目标、研究挑战和发展问题。本文涵盖了软件驱动网络中自主通信的多个视角，如网络功能的自动测试、集成和部署。我们还关注利用机器学习技术的自我管理和优化。

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来源期刊

IEEE Journal on Selected Areas in Communications 工程技术-电信学

CiteScore

30.00

自引率

4.30%

发文量

234

审稿时长

6 months

期刊介绍： The IEEE Journal on Selected Areas in Communications (JSAC) is a prestigious journal that covers various topics related to Computer Networks and Communications (Q1) as well as Electrical and Electronic Engineering (Q1). Each issue of JSAC is dedicated to a specific technical topic, providing readers with an up-to-date collection of papers in that area. The journal is highly regarded within the research community and serves as a valuable reference. The topics covered by JSAC issues span the entire field of communications and networking, with recent issue themes including Network Coding for Wireless Communication Networks, Wireless and Pervasive Communications for Healthcare, Network Infrastructure Configuration, Broadband Access Networks: Architectures and Protocols, Body Area Networking: Technology and Applications, Underwater Wireless Communication Networks, Game Theory in Communication Systems, and Exploiting Limited Feedback in Tomorrow’s Communication Networks.