Root Cause Analysis for Autonomous Optical Network Security Management
Author:
Affiliation:
1. Electrical Engineering Department, Chalmers University of Technology, Gothenburg, Sweden
2. Telecom Italia, Turin, Italy
Funder
Vetenskapsr?det
European Commission
VINNOVA
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications
Link
http://xplorestaging.ieee.org/ielx7/4275028/9917435/09854867.pdf?arnumber=9854867
Reference36 articles.
1. Explainable AI for trees: From local explanations to global understanding;lundberg;arXiv 1905 04610,2019
2. XGBoost
3. Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning
4. A Non-intrusive Failure Prediction Mechanism for Deployed Optical Networks
5. Error Vector Magnitude as a Performance Measure for Advanced Modulation Formats
Cited by 5 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. Non-technological barriers: the last frontier towards AI-powered intelligent optical networks;Nature Communications;2024-07-17
2. Elastic optical network routing analysis using intelligent machine learning architecture with security analysis;Optical and Quantum Electronics;2023-10-25
3. Optical network modelling-based data analytics for network monitoring and security analysis using hybrid computing models;Optical and Quantum Electronics;2023-10-25
4. Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks;Journal of Optical Communications and Networking;2023-07-06
5. Flexible and scalable ML-based diagnosis module for optical networks: a security use case [Invited];Journal of Optical Communications and Networking;2023-06-21
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