Efficiency and fairness improvement for elastic optical networks using reinforcement learning-based traffic prediction
Author:
Funder
European Union
Publisher
The Optical Society
Subject
Computer Networks and Communications
Reference40 articles.
1. Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks
2. SDN based provisioning orchestration of OpenFlow/GMPLS flexi-grid networks with a stateful hierarchical PCE;Casellas,2014
3. Virtual Network Topology Adaptability Based on Data Analytics for Traffic Prediction
4. Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction
5. Reinforcement learning in traffic prediction of core optical networks using learning automata;Valkanis,2020
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Dynamic Channel Allocation Scheme Based on Traffic Prediction in Dense Wireless Networks;IEEE Transactions on Wireless Communications;2024-09
2. Availability Analysis of Filterless P2MP Horseshoe Networks under Load Shedding;2024 IEEE 25th International Conference on High Performance Switching and Routing (HPSR);2024-07-22
3. Non-technological barriers: the last frontier towards AI-powered intelligent optical networks;Nature Communications;2024-07-17
4. Dynamic slicing of multidimensional resources in DCI-EON with penalty-aware deep reinforcement learning;Journal of Optical Communications and Networking;2024-01-23
5. ML-DSP: Machine Learning-Assisted Dynamic Spectrum Partitioning in Elastic Optical Networks;2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS);2023-12-17
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3