ScaIR: Scalable Intelligent Routing based on Distributed Graph Reinforcement Learning

被引:0
|
作者
State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing [1 ]
100876, China
不详 [2 ]
100044, China
机构
来源
Comput. Networks | 1600年 / February 2025期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
45
引用
收藏
相关论文
共 50 条
  • [21] Distributed Graph Database Load Balancing Method Based on Deep Reinforcement Learning
    Sha, Shuming
    Guo, Naiwang
    Luo, Wang
    Zhang, Yong
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 79 (03): : 5105 - 5124
  • [22] An Intelligent SDWN Routing Algorithm Based on Network Situational Awareness and Deep Reinforcement Learning
    Li, Jinqiang
    Ye, Miao
    Huang, Linqiang
    Deng, Xiaofang
    Qiu, Hongbing
    Wang, Yong
    Jiang, Qiuxiang
    IEEE ACCESS, 2023, 11 : 83322 - 83342
  • [23] A Graph Reinforcement Learning Routing Scheme based on Nodes and Edges Co-Embedding
    He, Yuanhao
    Xiao, Geyang
    Liang, Yuan
    Lu, Donghui
    Cheng, Xiaofeng
    ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2024, : 5431 - 5436
  • [24] Scalable Multi-Agent Reinforcement Learning-Based Distributed Channel Access
    Chen, Zhenyu
    Sun, Xinghua
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 453 - 458
  • [25] Demo:SCDRL: Scalable and Customized Distributed Reinforcement Learning System
    Sun, Chuxiong
    Qiang, Wenwen
    Li, Jiangmeng
    2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, ICDCS 2024, 2024, : 1404 - 1407
  • [26] Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer
    Cui, Wei
    Yu, Wei
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (12) : 8200 - 8213
  • [27] DISTRIBUTED, SCALABLE ROUTING BASED ON VECTORS OF LINK STATES
    GARCIALUNAACEVES, JJ
    BEHRENS, J
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1995, 13 (08) : 1383 - 1395
  • [28] Reinforcement learning based dynamic distributed routing scheme for mega LEO satellite networks
    Yixin HUANG
    Shufan WU
    Zeyu KANG
    Zhongcheng MU
    Hai HUANG
    Xiaofeng WU
    Andrew Jack TANG
    Xuebin CHENG
    Chinese Journal of Aeronautics , 2023, (02) : 284 - 291
  • [29] Reinforcement learning based dynamic distributed routing scheme for mega LEO satellite networks
    Yixin HUANG
    Shufan WU
    Zeyu KANG
    Zhongcheng MU
    Hai HUANG
    Xiaofeng WU
    Andrew Jack TANG
    Xuebin CHENG
    Chinese Journal of Aeronautics, 2023, 36 (02) : 284 - 291
  • [30] Reinforcement learning based dynamic distributed routing scheme for mega LEO satellite networks
    Huang, Yixin
    Wu, Shufan
    Kang, Zeyu
    Mu, Zhongcheng
    Huang, Hai
    Wu, Xiaofeng
    Tang, Andrew Jack
    Cheng, Xuebin
    CHINESE JOURNAL OF AERONAUTICS, 2023, 36 (02) : 284 - 291