Screen LibraryComputing in communication networks : from theory to practice /
"Computing in Communication Networks: From Theory to Practice provides comprehensive details and practical implementation tactics on the novel concepts and enabling technologies at the core of the paradigm shift from store and forward (dumb) to compute and forward (intelligent) in future commun...
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| Group Author: | ; ; |
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| Published: |
Academic Press, an imprint of Elsevier,
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| Publisher Address: | London, United Kingdom : |
| Publication Dates: | [2020] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Summary: |
"Computing in Communication Networks: From Theory to Practice provides comprehensive details and practical implementation tactics on the novel concepts and enabling technologies at the core of the paradigm shift from store and forward (dumb) to compute and forward (intelligent) in future communication networks and systems. The book explains how to create virtualized large scale testbeds using well-established open source software, such as Mininet and Docker. It shows how and where to place disruptive techniques, such as machine learning, compressed sensing, or network coding in a newly built testbed. In addition, it presents a comprehensive overview of current standardization activities. Specific chapters explore upcoming communication networks that support verticals in transportation, industry, construction, agriculture, health care and energy grids, underlying concepts, such as network slicing and mobile edge cloud, enabling technologies, such as SDN/NFV/ ICN, disruptive innovations, such as network coding, compressed sensing and machine learning, how to build a virtualized network infrastructure testbed on one's own computer, and more. Provides a uniquely comprehensive overview on the individual building blocks that comprise the concept of computing in future networks, Gives practical hands-on activities to bridge theory and implementation, Includes software and examples that are not only employed throughout the book, but also hosted on a dedicated website,."--Publisher. |
| Carrier Form: | xxxv, 486 pages : illustrations ; 24 cm |
| Bibliography: | Includes bibliographical references (pages 457-471) and index. |
| ISBN: |
0128204885 9780128204887 |
| Index Number: | TK5105 |
| CLC: | TP393 |
| Call Number: | TP393/C738-3 |
| Contents: | Part 1. Future communication networks and systems. On the need of computing in future communication networks / Frank H.P. Fitzek, Patrick Seeling, Thomas Höschele, Bruno Jacobfeuerborn ; Standardization activities for future communication networks / Fabrizio Granelli, Patrick Seeling, Frank H.P. Fitzek, Riccardo Bassoli -- Part II. Concepts. Network slicing / Fabrizio Granelli ; Mobile edge cloud / RobertoTorre, Tung Doan, Hani Salah ; Content distribution / Hani Salah, Sandra Zimmermann, Juan A.Cabrera G. -- Part III. Enabling technologies. Software-defined networks / Justus Rischke, Hani Salah ; Network function virtualization / Riccardo Bassoli -- Part 4. Innovation track. Machine learning / Riccardo Bonetto, Vincent Latzko ; Network coding / Juan A. Cabrera, G., Morten, V. Pedersen, Frank H.P. Fitzek ; Compressed sensing / Maroua Taghouti -- Part 5. Building the testbed. Mininet : an instant virtual network on your computer / Zuo Xiang, Patrick Seeling ; Docker : containerize your application / Alexander Kropp, Roberto Torre ; ComNetsEmu : a lightweight emulator / Zuo Xiang, Juan A. Cabrera G, Sreekrishna Pandi , Patrick Seeling, Frank H.P. Fitzek -- Part 6. Examples. Realizing network slicing / Fabrizio Granelli, Truong Giang Nguyen, Huanzhuo Wu ; Realizing mobile edge clouds / Zuo Xiang, Carl Collmann, Patrick Seeling ; Machine learning for routing / Justus Rischke, Peter Sossalla ; Machine learning for flow compression / MátéTömösközi ; Machine learning for congestion control / Christian Leonard Vielhaus ; Machine learning for object detection / Zuo Xiang, Renbing Zhang, Patrick Seeling ; Network coding for transport / Justus Rischke, Zuo Xiang ; Network coding for storage / Robert-Steve Schmoll ; In-network compressed sensing / Maroua Taghouti, Malte Höweler ; Security for mobile edge cloud / Simon Hanisch, Amr Osman, Tao Li, Thorsten Strufe -- Part 7. Extensions. Connecting to the outer world / Fabrizio Granelli ; Integrating time-sensitive networking / Marian Ulbricht, Javier Acevedo ; Integrating software-defined radios / Javier Acevedo, Marian, Ulbricht, Dongho You -- Part 8. Tools. Networking tools / Sreekrishna Pandi, Alexander Kropp, Roland Schingnitz, Sebastian A.W. Itting. |