| 书目名称 | Machine Learning Empowered Intelligent Data Center Networking | | 副标题 | Evolution, Challenge | | 编辑 | Ting Wang,Bo Li,Shui Yu | | 视频video | | | 概述 | Provides an unbiased introduction to the application of artificial intelligence in data center networks (DCNs).Presents a comprehensive survey of intelligent DCN solutions, as well as several novel in | | 丛书名称 | SpringerBriefs in Computer Science | | 图书封面 |  | | 描述 | .An Introduction to the Machine Learning Empowered Intelligent Data Center Networking..Fundamentals of Machine Learning in Data Center Networks.. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks...Comprehensive Survey of AI-assisted Intelligent Data Center Networks.. This book comprehensively investigates the peer-reviewed literature published in recent years. The wide range of machine learning techniques is fully reflected to allow fair comparisons. In addition, the book provides in-depth analysis and enlightening discussions on the effectiveness of AI in DCNs from various perspectives, covering flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, and network security..Provides a Broad Overview with Key Insights. This book in | | 出版日期 | Book 2023 | | 关键词 | Data Center Network; Machine Learning; Reinforcement Learning; Deep Learning; Artificial Intelligence; Ne | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-19-7395-6 | | isbn_softcover | 978-981-19-7394-9 | | isbn_ebook | 978-981-19-7395-6Series ISSN 2191-5768 Series E-ISSN 2191-5776 | | issn_series | 2191-5768 | | copyright | The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023 |
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发表于 2025-3-21 18:22:33
