Adaptive overlay selection at the SD-WAN edges: A reinforcement learning approach with networked agents

被引:0
|
作者
Botta, Alessio [1 ]
Canonico, Roberto [1 ]
Navarro, Annalisa [1 ]
Stanco, Giovanni [1 ]
Ventre, Giorgio [1 ]
机构
[1] DIETI, Università degli Studi di Napoli Federico II, Via Claudio 21, Napoli,80125, Italy
关键词
36;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Adaptive overlay selection at the SD-WAN edges: A reinforcement learning approach with networked agents
    Botta, Alessio
    Canonico, Roberto
    Navarro, Annalisa
    Stanco, Giovanni
    Ventre, Giorgio
    COMPUTER NETWORKS, 2024, 243
  • [2] On Deep Reinforcement Learning for Traffic Engineering in SD-WAN
    Troia, Sebastian
    Sapienza, Federico
    Vare, Leonardo
    Maier, Guido
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (07) : 2198 - 2212
  • [3] AI-enabled SD-WAN: the case of Reinforcement Learning
    Botta, Alessio
    Canonico, Roberto
    Navarro, Annalisa
    Ruggiero, Saverio
    Ventre, Giorgio
    2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), 2022,
  • [4] Bandwidth constrained client selection and scheduling for federated learning over SD-WAN
    Du, Chunhui
    Xiao, Jianhang
    Guo, Wei
    IET COMMUNICATIONS, 2022, 16 (02) : 187 - 194
  • [5] Democratizing Networked Music Performance with a RL-Based SD-WAN
    Borgianni, Luca
    Giordano, Stefano
    Chafe, Chris
    IEEE COMMUNICATIONS MAGAZINE, 2024, 62 (12) : 26 - 32
  • [6] Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN
    Troia, Sebastian
    Mazzara, Marco
    Zorello, Ligia Maria Moreira
    Maier, Guido
    2021 IEEE INTERNATIONAL MEDITERRANEAN CONFERENCE ON COMMUNICATIONS AND NETWORKING (IEEE MEDITCOM 2021), 2021, : 150 - 155
  • [7] Analysis of SD-WAN Packets using Machine Learning Algorithm
    Emmanuel, Ikiomoye Douglas
    Linge, Nigel
    Hill, Steve
    2023 CONFERENCE ON INFORMATION COMMUNICATIONS TECHNOLOGY AND SOCIETY, ICTAS, 2023, : 102 - 107
  • [8] A Study of Selection Mechanisms for Hub CPEs in SD-WAN Network Systems
    Yuan, Bo
    Li, Hongtao
    Yu, Haisheng
    2024 5TH INFORMATION COMMUNICATION TECHNOLOGIES CONFERENCE, ICTC 2024, 2024, : 117 - 121
  • [9] Scalable Reinforcement Learning for Dynamic Overlay Selection in SD-WANs
    Botta, Alessio
    Canonico, Roberto
    Navarro, Annalisa
    Stanco, Giovanni
    Ventre, Giorgio
    2023 IFIP NETWORKING CONFERENCE, IFIP NETWORKING, 2023,
  • [10] Homa: An Efficient Topology and Route Management Approach in SD-WAN Overlays
    Tootaghaj, Diman Zad
    Ahmed, Faraz
    Sharma, Puneet
    Yannakakis, Mihalis
    IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, 2020, : 2351 - 2360