Bringing Machine Learning To Software-defined Networks - Zehua Guo

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Bringing Machine Learning To Software-defined Networks - Zehua Guo

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Bringing Machine Learning To Software-defined Networks - Zehua Guo

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Bringing Machine Learning To Software-defined Networks - Zehua Guo

Emerging Machine Learning Techniques Bring New Opportunities To Flexible Network Control And Management. This Book Focuses On Using State-of-the-art Machine Learning-based Approaches To Improve The Performance Of Software-defined Networking (sdn). It Will Apply Several Innovative Machine Learning Methods (e.g., Deep Reinforcement Learning, Multi-agent Reinforcement Learning, And Graph Neural Network) To Traffic Engineering And Controller Load Balancing In Software-defined Wide Area Networks, As Well As Flow Scheduling, Coflow Scheduling, And Flow Migration For Network Function Virtualization In Software-defined Data Center Networks.
  • Brand: Unbranded
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publication Date: 2022-10-06
  • Publisher / Label: Springer Nature B.V
  • Author: Zehua Guo
  • Number of Pages: 84
  • Fruugo ID: 469784078-983739004
  • ISBN: 9789811948732
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