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Network Management in Cloud and Edge Computing de Ke Xu

Network Management in Cloud and Edge Computing

Autor Ke Xu, Yuchao Zhang
en Limba Engleză Hardback – 7 mar 2020
Traditional cloud computing and the emerging edge computing have greatly promoted the development of Internet applications. But what are the key issues in these two trends and what are the differences between them? This book systematically introduces several key procedures in both cloud computing and edge computing scenarios, with each chapter providing a detailed description of novel design. In addition, the book also discusses a series of important findings from industry collaborations, which greatly enhance our understanding of the real system of industry. This book is not only a valuable reference resource for researchers, but also provides large-scale deployment cases for real systems in industry.
In order to gain the most benefit from this book, readers should have some the basic knowledge of computer networks.
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Specificații

ISBN-13: 9789811501371
ISBN-10: 9811501378
Pagini: 152
Ilustrații: XIV, 138 p. 70 illus., 42 illus. in color.
Dimensiuni: 160 x 241 x 14 mm
Greutate: 0.38 kg
Ediția:1st edition 2020
Editura: Springer Nature Singapore
Locul publicării:Singapore, Singapore

Cuprins

Section I. Introduction
1.1 Research background
1.2 Content summary
1.3 Key contributions
1.4 Chapter Arrangement
Section II. A Survey of the Resource Management Throughout Application Processing
2.1 Chapter introduction
2.2 Analysis on request access process
2.3 Transmission Control Protocol
2.4 Communications between processes
2.5 Data Synchronization
2.6 Chapter summary
Section III. A Task Scheduling Scheme in the DC Access Network
3.1 Chapter introduction
3.2 Performance measurement and analysis of network workflow
3.3 Multi-resource allocation model based on delay guarantee
3.4 Experiment and performance analysis
3.5 Chapter summary
Section IV. A Cross-layer Transport Protocol Design in the Terminal Systems of DC
4.1 Chapter introduction
4.2 Design Principles of Dual Perceptual Scheduling Protocol
4.3 Mechanism analysis and design
4.4 Dual-aware scheduling protocol
4.5 System stability verification
4.6 Experiment and performance analysis
4.7 Chapter summary
Section V. Optimization of Container Communication in DC Back-end Servers
5.1 Chapter introduction
5.2 Research Background
5.3 Container group communication mechanism design
5.4 Model sublinear limit
5.5 Experiment and performance analysis
5.6 Chapter summary
Section VI. The Deployment of Large-scale Data Synchronization System for Cross-DC Networks
6.1 Chapter introduction
6.2 Overview of traffic management issues
6.3 Large-scale data transmission system—PieBridge
6.4 System stability proof
6.5 Experiment and performance analysis
6.6 Chapter summary
Section VII. Storage issuses in the edge
7.1 Chapter introduction
7.2 Characteristics in the short video network
7.3 traditional caching policies become invilid
7.4 RL-based strategy
7.5 Experiment and performance analysis
7.6 Chapter summary
Section VIII. Computing issuses in the edge
8.1 Chapter introduction
8.2 Computing scenario in edge computing
8.3 Task mitigation and transfer
8.4 Speed up the edge computing by transformation
8.5 Chapter summary
Section IX. Conclusion

Notă biografică

Prof. Ke Xu has been engaged in the growth and equipment research of Nitride semiconductor materials for a long time. He has systematically studied the growth of Gallium Nitride materials. He has successfully developed high quality complete 2-inch single crystal gallium nitride substrate and achieved industrial preparation¿and the key technology of 6-inch GaN single crystal has been broken through in recent years. Published more than 130 papers, applied for more than 100 patents, and made more than 20 invited presentations at international conferences. He is a co-chair of the International Conference of Nitride Semiconductor (ICNS) to be held in Fukuda, Japan in 2023, which is themost important international conference on wide bandgap semiconductors.
Prof. Jianfeng Wang has been engaged in the preparation and industrial development of GaN single crystal substrates. We conducted in-depth research on the HVPE growth mechanism and defect evolution mechanism of GaN, and used intermediate layer methods such as periodic masks and GaN nanowire arrays to obtain crack free and high-quality GaN materials. In recent years, He has further achieved the engineering preparation of 4-inch GaN single crystal substrates. Applied for more than 20 patents and gave 5 invited presentations at important international conferences such as ICNS and APWS.
Prof. Guoqiang Ren achieved the growth of 2-inch gallium nitride single crystal with centimeter level thickness earlier internationally;Pioneered the development of gallium nitride Ammonothermal growth in China, achieving important breakthroughs in ammonia thermal growth equipment and growth technology, and reducing dislocation density to the order of 10^3/ cm^-2. .His main research focus is on the growth and characterization of gallium nitride single crystals. Applied for over 40 articles. I have presented more than 20 reports at international and domestic conferences, such as CGCT, IFWS, the National Crystal Growth Conference and so on.
Dr. Zongliang Liu has been engaged in the preparation of Gallium nitride, equipment development for more than ten years. He has systematically studied the nitrogen source dissolution-transport-crystallization mechanism of the Na flux growth system, as well as the physical properties of liquid-phase GaN single crystals. He has completed the development of large-size flux method single crystal preparation technology and used the independent intellectual property of the flux method (Na Flux method) high-temperature and high-pressure growth equipment to obtain high-quality 2-inch 2mm gallium nitride bulk single crystals. Applied for over 60 patents and presented 15 reports at international and domestic conferences such as ICGE, ICNS, IWN, etc. on nitride semiconductors.

Textul de pe ultima copertă

Traditional cloud computing and the emerging edge computing have greatly promoted the development of Internet applications. But what are the key issues in these two trends and what are the differences between them? This book systematically introduces several key procedures in both cloud computing and edge computing scenarios, with each chapter providing a detailed description of novel design. In addition, the book also discusses a series of important findings from industry collaborations, which greatly enhance our understanding of the real system of industry. This book is not only a valuable reference resource for researchers, but also provides large-scale deployment cases for real systems in industry.
In order to gain the most benefit from this book, readers should have some the basic knowledge of computer networks.

Caracteristici

Presents in-depth a solution design of application processing in cloud computing
Discusses key problem analysis of storage and computing in edge systems
Includes practical use cases of large-scale systems in industry