A proactive, fragmentation-aware spectrum management algorithm for routing and spectrum assignment in elastic optical networks

IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Ujjwal Ujjwal, Kunal Surtani, Bhukya Padma
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引用次数: 0

Abstract

Spectrum fragmentation significantly affects spectrum utilization, leading to increased blocking in elastic optical networks (EONs). Understanding fragmentation and implementing effective management strategies are essential to improve network performance and efficiency. In this paper, we propose a fragmentation avoidance routing and spectrum allocation (RSA) algorithm, referred to as the proactive, fragmentation-aware spectrum management RSA (PFA-SM-RSA) algorithm. The algorithm employs a two-stage approach: in the first stage, it applies a strict exact-fit spectrum allocation strategy to efficiently assign resources to incoming requests. If this allocation fails, the algorithm proceeds to a second stage, which performs two key tasks simultaneously: first, it intelligently allocates resources to requests, ensuring that sufficient space is reserved for incoming large requests; second, it actively prevents the generation of slot fragmentation during resource allocation, thus addressing and mitigating the spectrum fragmentation issue within the network. To achieve these tasks, we propose a novel spectrum block fitness metric, termed Quality_score. Using this metric, our proposed approach dynamically assesses the Quality_score value of each spectrum block during resource allocation and selects the one that best satisfies both tasks. By utilizing Quality_score based selection, the proposed algorithm significantly reduces fragmentation and optimizes spectrum usage, leading to improved network performance and greater spectral efficiency. Simulation results confirm that the PFA-SM-RSA algorithm consistently outperforms existing benchmark strategies in terms of blocking probability, bandwidth blocking probability, and spectrum utilization.
一种用于弹性光网络路由和频谱分配的主动、碎片感知频谱管理算法
频谱碎片化严重影响频谱利用率,导致弹性光网络阻塞增加。了解碎片化并实施有效的管理策略对于提高网络性能和效率至关重要。在本文中,我们提出了一种分片避免路由和频谱分配(RSA)算法,称为主动,分片感知频谱管理RSA (PFA-SM-RSA)算法。该算法采用两阶段方法:第一阶段采用严格的精确匹配频谱分配策略,有效地为传入请求分配资源。如果分配失败,算法进入第二阶段,该阶段同时执行两个关键任务:首先,智能地为请求分配资源,确保为传入的大型请求保留足够的空间;其次,在资源分配过程中主动防止槽段碎片的产生,从而解决和缓解网络内的频谱碎片问题。为了完成这些任务,我们提出了一种新的频谱块适应度度量,称为Quality_score。利用该度量,我们提出的方法在资源分配过程中动态评估每个频谱块的Quality_score值,并选择最能满足两个任务的频谱块。该算法利用基于Quality_score的选择,显著减少了碎片化,优化了频谱利用率,从而提高了网络性能和频谱效率。仿真结果证实,PFA-SM-RSA算法在阻塞概率、带宽阻塞概率和频谱利用率方面始终优于现有的基准策略。
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来源期刊
Optical Fiber Technology
Optical Fiber Technology 工程技术-电信学
CiteScore
4.80
自引率
11.10%
发文量
327
审稿时长
63 days
期刊介绍: Innovations in optical fiber technology are revolutionizing world communications. Newly developed fiber amplifiers allow for direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices, and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews. Optical Fiber Technology: Materials, Devices, and Systems is a new cutting-edge journal designed to fill a need in this rapidly evolving field for speedy publication of regular length papers. Both theoretical and experimental papers on fiber materials, devices, and system performance evaluation and measurements are eligible, with emphasis on practical applications.
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