Heuristic solutions to optimize the traffic routing in space division multiplexing networks

IF 2.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Journal of Engineering Research Pub Date : 2025-09-01 Epub Date: 2024-05-14 DOI:10.1016/j.jer.2024.05.007
Mehdi Mrad , Umar S. Suryahatmaja , Abdelrahman Ossama Elsayed , Habib Fathallah , Anis Gharbi
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Abstract

This paper underscores the symbiosis between industrial engineering techniques and optical communication technologies, bringing valuable insights to the optimization of traffic routing in communication networks using constructive heuristics. Exploring and realizing the potential of optical fiber networks has received more attention due to the popularity of various network services and the ensuing increase in overall internet traffic. Space Division Multiplexing (SDM) stands out among the technologies designed to increase the functionality of core and urban mesh/ring networks. SDM's primary goal is to significantly increase transmission system bandwidths by effectively using the spatial dimension. The routing of traffic within flex-grid SDM optical networks has been optimized in this paper using two novel heuristic algorithms. The experimental results show that the proposed algorithms outperform the solutions presented in previous research from the literature.
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优化空分复用网络流量路由的启发式解决方案
本文强调了工业工程技术与光通信技术之间的共生关系,为利用建设性启发式方法优化通信网络中的流量路由提供了有价值的见解。由于各种网络业务的普及和随之而来的整体互联网流量的增加,探索和实现光纤网络的潜力受到了越来越多的关注。空分复用(SDM)在旨在增加核心和城市网状/环形网络功能的技术中脱颖而出。SDM的主要目标是通过有效利用空间维度来显著提高传输系统带宽。本文采用两种新颖的启发式算法对柔性网格SDM光网络中的流量路由进行了优化。实验结果表明,本文提出的算法优于以往文献中提出的解决方案。
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来源期刊
Journal of Engineering Research
Journal of Engineering Research ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.60
自引率
10.00%
发文量
181
审稿时长
20 weeks
期刊介绍: Journal of Engineering Research (JER) is a international, peer reviewed journal which publishes full length original research papers, reviews, case studies related to all areas of Engineering such as: Civil, Mechanical, Industrial, Electrical, Computer, Chemical, Petroleum, Aerospace, Architectural, Biomedical, Coastal, Environmental, Marine & Ocean, Metallurgical & Materials, software, Surveying, Systems and Manufacturing Engineering. In particular, JER focuses on innovative approaches and methods that contribute to solving the environmental and manufacturing problems, which exist primarily in the Arabian Gulf region and the Middle East countries. Kuwait University used to publish the Journal "Kuwait Journal of Science and Engineering" (ISSN: 1024-8684), which included Science and Engineering articles since 1974. In 2011 the decision was taken to split KJSE into two independent Journals - "Journal of Engineering Research "(JER) and "Kuwait Journal of Science" (KJS).
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