Machine Learning Empowered Intelligent Data Center Networking

Ting Wang, Bo Li, Mingsong Chen, Shui Yu

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Machine learning has been widely studied and practiced in data center networks, and a large number of achievements have been made. In this chapter, we will review, compare, and discuss the existing work in the following research areas: flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, network security, and new intelligent networking concepts.

Original languageEnglish (US)
Title of host publicationSpringerBriefs in Computer Science
PublisherSpringer
Pages15-99
Number of pages85
DOIs
StatePublished - 2023

Publication series

NameSpringerBriefs in Computer Science
ISSN (Print)2191-5768
ISSN (Electronic)2191-5776

All Science Journal Classification (ASJC) codes

  • General Computer Science

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