ILP model and algorithms for restoration of anycast flows in Elastic Optical Networks

K. Walkowiak, M. Kucharzak, Pawel Kopec, A. Kasprzak
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引用次数: 6

Abstract

Elastic Optical Network (EON) is a promising technology proposed recently to provide flexible and multi-bitrate data transmission in the optical layer. EONs utilize various modulation format conversion and smaller spectrum granularity, what provide more efficient use of spectrum resources comparing to currently used fix-grid WDM networks. Concurrently, growing popularity of network services provided by Data Centers located in different network nodes and related to cloud computing and Content Delivery Network applications triggers the need to address anycast transmissions as an effective way to improve network performance. This paper focuses on modeling and optimization of anycast flows in EONs in the context of network restoration. Specifically, we formulate an original NP-hard Routing and Spectrum Allocation for Restoration of Anycast Flows (RSA/RAF) problem. In order to solve the problem, we design, implement and evaluate four greedy algorithms and a metaheuristic derived from Simulated Annealing. Extensive numerical experiments prove high practical applicability of presented algorithms.
弹性光网络中任意播流恢复的ILP模型与算法
弹性光网络(EON)是近年来提出的一种很有前途的技术,可以在光层提供灵活的多比特率数据传输。eon利用各种调制格式转换和更小的频谱粒度,与目前使用的固定网格WDM网络相比,可以更有效地利用频谱资源。同时,由位于不同网络节点的数据中心提供的网络服务日益普及,这些服务与云计算和内容交付网络应用相关,因此需要解决任播传输问题,将其作为提高网络性能的有效途径。本文主要研究了网络恢复环境下eon中任意播流的建模与优化问题。具体来说,我们制定了一个原始的NP-hard路由和频谱分配用于恢复任意播流(RSA/RAF)问题。为了解决这个问题,我们设计、实现并评估了四种贪婪算法和一种源自模拟退火的元启发式算法。大量的数值实验证明了所提出的算法具有很高的实用性。
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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