Automating Optical Network Fault Management with Machine Learning
Author:
Affiliation:
1. Sun Yat-sen University,China
2. University of California, Davis,Davis,USA
3. Politecnico di Torino,Italy
Funder
NSFC
NSF
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Computer Science Applications
Link
http://xplorestaging.ieee.org/ielx7/35/9982482/09869798.pdf?arnumber=9869798
Reference15 articles.
1. Forecasting loss of signal in optical networks with machine learning
2. Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network
3. Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks
4. Fault Localization based on Knowledge Graph in Software-Defined Optical Networks
5. Machine-learning-based soft-failure localization with partial software-defined networking telemetry
Cited by 19 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. Llama-Log: Optical Network Log Parsing with Fine-Tuned Large Language Model;2024 22nd International Conference on Optical Communications and Networks (ICOCN);2024-07-26
2. Emerging Machine Learning Technologies for Photonic Networks;2024 IEEE Photonics Society Summer Topicals Meeting Series (SUM);2024-07-15
3. Semi-supervised learning model synergistically utilizing labeled and unlabeled data for failure detection in optical networks;Journal of Optical Communications and Networking;2024-04-23
4. Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks;Journal of Optical Communications and Networking;2024-03-20
5. Applications of the OCATA time domain digital twin: from QoT estimation to failure management;Journal of Optical Communications and Networking;2024-02-01
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