MARC details
| 000 -LEADER |
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| fixed length control field |
02916nam a2200385Ia 4500 |
| 000 - LEADER |
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| fixed length control field |
03726nam a22004095i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-981-19-7395-6 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240319121103.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230221s2023 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789811973956 |
| -- |
978-981-19-7395-6 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
4.6782 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wang, Ting. |
| 9 (RLIN) |
37621 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Machine Learning Empowered Intelligent Data Center Networking |
| Statement of responsibility, etc. |
by Ting Wang, Bo Li, Mingsong Chen, Shui Yu. |
| Medium |
[electronic resource] : |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Singapore |
| Name of publisher, distributor, etc. |
Springer Nature Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XV, 112 p. 1 illus. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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 introduces several novel intelligent networking concepts pioneered by real-world industries, such as Knowledge Defined Networks, Self-Driving Networks, Intent-driven Networks and Intent-based Networks. Moreover, it shares unique insights into the technological evolution of the fusion of artificial intelligence and data center networks, together with selected challenges and future research opportunities. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 9 (RLIN) |
37622 |
|
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
| 9 (RLIN) |
37623 |
|
|---|
| Topical term or geographic name entry element |
Cloud Computing. |
| 9 (RLIN) |
37624 |
|
|---|
| Topical term or geographic name entry element |
Cloud Computing. |
| 9 (RLIN) |
37624 |
|
|---|
| Topical term or geographic name entry element |
Communications Engineering, Networks. |
| 9 (RLIN) |
37625 |
|
|---|
| Topical term or geographic name entry element |
Computer Communication Networks. |
| 9 (RLIN) |
37626 |
|
|---|
| Topical term or geographic name entry element |
Computer networks . |
| 9 (RLIN) |
37627 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 9 (RLIN) |
37628 |
|
|---|
| Topical term or geographic name entry element |
Machine Learning. |
| 9 (RLIN) |
37629 |
|
|---|
| Topical term or geographic name entry element |
Telecommunication. |
| 9 (RLIN) |
37630 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chen, Mingsong. |
| 9 (RLIN) |
37631 |
|
|---|
| Personal name |
Li, Bo. |
| 9 (RLIN) |
37632 |
|
|---|
| Personal name |
Yu, Shui. |
| 9 (RLIN) |
37633 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-981-19-7395-6">https://doi.org/10.1007/978-981-19-7395-6</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
