Titlebook: Machine Learning Empowered Intelligent Data Center Networking; Evolution, Challenge Ting Wang,Bo Li,Shui Yu Book 2023 The Author(s), under

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SpringerBriefs in Computer Sciencehttp://image.papertrans.cn/m/image/620397.jpg

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978-981-19-7394-9The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023

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Fundamentals of Machine Learning in Data Center Networks,In this chapter, we will briefly review the common learning paradigms of ML and some preliminary knowledge about data collection and processing. Furthermore, to better assess the strengths and weaknesses of the existing research work, we design a multi-dimensional and multi-perspective quality assessment criteria, called REBEL-3S.

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匯總

Conclusion,As the core infrastructure, data center provides a strong platform support for cloud computing, and so on. Nevertheless, the rapid growth of its network scale leads to great challenges in network optimization.

詞匯

Introduction,echnical and platform support for enterprise and cloud services. However, with the rapid rise of the data center scale, the network optimization, resource management, operation and maintenance, and data center security have become more and more complicated and challenging.

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