Zhang / Xu Network Management in Cloud and Edge Computing

1. Auflage 2020
ISBN: 978-981-1501-38-8
Verlag: Springer Singapore
Format: PDF
Kopierschutz: Wasserzeichen (»Systemvoraussetzungen)

E-Book, Englisch, 138 Seiten, eBook

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.

Zielgruppe

Research

Autoren/Hrsg.

Zhang, Yuchao

Xu, Ke

Inhaltsverzeichnis

Section I. Introduction1.1 Research background1.2 Content summary1.3 Key contributions1.4 Chapter ArrangementSection II. A Survey of the Resource Management Throughout Application Processing2.1 Chapter introduction2.2 Analysis on request access process 2.3 Transmission Control Protocol2.4 Communications between processes2.5 Data Synchronization2.6 Chapter summarySection III. A Task Scheduling Scheme in the DC Access Network3.1 Chapter introduction3.2 Performance measurement and analysis of network workflow3.3 Multi-resource allocation model based on delay guarantee3.4 Experiment and performance analysis3.5 Chapter summarySection IV. A Cross-layer Transport Protocol Design in the Terminal Systems of DC4.1 Chapter introduction4.2 Design Principles of Dual Perceptual Scheduling Protocol4.3 Mechanism analysis and design4.4 Dual-aware scheduling protocol4.5 System stability verification4.6 Experiment and performance analysis4.7 Chapter summarySection V. Optimization of Container Communication in DC Back-end Servers5.1 Chapter introduction5.2 Research Background5.3 Container group communication mechanism design5.4 Model sublinear limit5.5 Experiment and performance analysis5.6 Chapter summarySection VI. The Deployment of Large-scale Data Synchronization System for Cross-DC Networks6.1 Chapter introduction6.2 Overview of traffic management issues6.3 Large-scale data transmission system—PieBridge6.4 System stability proof6.5 Experiment and performance analysis6.6 Chapter summarySection VII. Storage issuses in the edge7.1 Chapter introduction7.2 Characteristics in the short video network7.3 traditional caching policies become invilid7.4 RL-based strategy7.5 Experiment and performance analysis7.6 Chapter summarySection VIII. Computing issuses in the edge8.1 Chapter introduction8.2 Computing scenario in edge computing8.3 Task mitigation and transfer8.4 Speed up the edge computing by transformation8.5 Chapter summarySection IX. Conclusion

Über Autor(innen)

Yuchao Zhang is currently an Associate Professor at Beijing University of Posts and Telecommunications, China. She completed her Ph.D at the Computer Science Department of Tsinghua University (Outstanding PhD graduate of Beijing, Doctoral Dissertation Award from Tsinghua University), and was then a postoc at Hong Kong University of Science and Technology. She now leads the Data And Network CoordinatE Group (DANCE for short) at BUPT. She is the holder of National Natural Science Foundation of China (NSFC) Youth Fund and the China Post-doctoral Science Foundation (First Class). She has published numerous papers in leading and journals and conferences, and she holds more than 20 Chinese and 5 international patents. She serves as a PC member for several conferences, including AIMS 2018/2019, and IWQoS 2019. She is also a member of China Computer Federation (CCF) Youth Committee. 
Ke Xu is currently a full professor with the department of computer science and technology, Tsinghua University. His research interests include next-generation Internet, P2P systems, Internet of Things, network virtualization, and network economics. He has published more than 100 international conference and journal papers. He serves as an Associate Editor for the IEEE Internet of Things journal and guest edited several special issues in IEEE and springer journals. He was named the Young Scientist Award by China Computer Federation in 2011, the Talent Award by China Venture Investment Corporation Software Engineering in 2012, and he got the National Science Fund for Outstanding Youth in 2018.