A GNN-based Approach to Optimize Cache Hit Ratio in NDN Networks
Author:
Affiliation:
1. School of Electrical Engineering and Computer Science, University of Ottawa
2. University of Toronto,Department of Computer Science
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9685019/9685006/09685872.pdf?arnumber=9685872
Reference21 articles.
1. Service-aware optimal caching placement for named data networking
2. An efficient content placement scheme based on normalized node degree in content centric networking;kumar;Cluster Computing,2020
3. Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN
4. Conditional time series forecasting with convolutional neural networks;borovykh;ArXiv Preprint,2017
5. A Comprehensive Survey on Graph Neural Networks
Cited by 8 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. UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities;ACM Transactions on Sensor Networks;2024-02-14
2. EGCR: an enhanced graph neural network for cache replacement;Third International Conference on High Performance Computing and Communication Engineering (HPCCE 2023);2024-02-09
3. CPCache: Cooperative Popularity based Caching for Named Data Networks;2024 International Conference on Information Networking (ICOIN);2024-01-17
4. An Optimized GNN-Based Caching Scheme for SDN-Based Information-Centric Networks;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04
5. Intelligent Caching with Graph Neural Network-Based Deep Reinforcement Learning on SDN-Based ICN;Future Internet;2023-07-26
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