Bringing machine learning to softwar...
Guo, Zehua.

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  • Bringing machine learning to software-defined networks
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Bringing machine learning to software-defined networks/ by Zehua Guo.
    作者: Guo, Zehua.
    出版者: Singapore :Springer Nature Singapore : : 2022.,
    面頁冊數: xiii, 68 p. :ill., digital ;24 cm.
    內容註: Chapter 1 Machine Learning for Software-Defined Networking -- Chapter 2 Deep Reinforcement Learning-based Traffic Engineering in SD-WANs -- Chapter 3 Multi-Agent Reinforcement Learning-based Controller Load Balancing in SD-WANs -- Chapter 4 Deep Reinforcement Learning-based Flow Scheduling for Power Efficiency in Data Center Networks -- Chapter 5 Graph Neural Network-based Coflow Scheduling in Data Center Networks -- Chapter 6 Graph Neural Network-based Flow Migration for Network Function Virtualization -- Chapter 7 Conclusion and Future work.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-981-19-4874-9
    ISBN: 9789811948749
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