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Edge Caching for Mobile Networks: (Telecommunications)

Edge Caching for Mobile Networks: (Telecommunications)

          
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About the Book

Caching enables the storage of Internet-based content, including web objects, videos and software updates. When web objects are downloaded from the Internet or across wide-area-network (WAN) links, edge caching stores them at the edge of the network. Content can also be proactively cached at the edge based on its predicted popularity. When subsequent requests come for cached material, the content is quickly delivered from edge caching, without the need to download the data again over the WAN. The result is the ability to help save bandwidth, particularly at times of peak network load, increase content delivery, and provide users with a faster and better network experience. In this comprehensive edited book, the editors and authors introduce edge caching in mobile networks from a fundamental perspective and discuss its role in saving bandwidth and reducing latency over wireless channels. Many physical layer models and techniques, including interference alignment and beamforming are considered, as well as recent advances on intelligent and proactive communication systems capable of recommending content to users to improve quality of experience and spectral efficiency. The book provides systematic and thorough coverage of edge caching for mobile networks for an audience of researchers, engineers and scientists from academia and industry working in the fields of information and communication technology, data science and AI.

Table of Contents:
Chapter 1: Introduction Chapter 2: Physical layer schemes for coded caching Chapter 3: Cache-aided content delivery over noisy broadcast channels Chapter 4: Multi-antenna cache-aided channels Chapter 5: Caching for interference networks: a separation architecture Chapter 6: Scalable delivery of correlated video content over cache-aided broadcast networks Chapter 7: Rate-distortion theory for caching Chapter 8: Secrecy of edge caching Chapter 9: Scaling laws for cache-aided device-to-device networks for wireless video Chapter 10: Caching increases the capacity of wireless networks Chapter 11: Cache-induced hierarchical cooperation in wireless D2D networks Chapter 12: Wireless device-to-device caching networks with distributed MIMO and hierarchical cooperations Chapter 13: Randomised geographic caching and its applications in wireless networks Chapter 14: Pricing-aided proactive caching for mobile services Chapter 15: Mobile edge caching: an optimal auction approach Chapter 16: Contract theory-based approach for caching Chapter 17: Mean-field game-theoretic edge caching Chapter 18: Caching with time-varying popularity profiles Chapter 19: Reinforcement learning for caching with space-time popularity dynamics Chapter 20: Push-based wireless converged networks with user caching Chapter 21: On the joint optimization of content caching and recommendations Chapter 22: Caching with recommendation and reinforcement learning Chapter 23: Social networking-driven caching Chapter 24: Caching for secure social networks Chapter 25: Caching for CRAN and UAVs Chapter 26: Dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems


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Product Details
  • ISBN-13: 9781839531224
  • Publisher: Institution of Engineering and Technology
  • Publisher Imprint: Institution of Engineering and Technology
  • Height: 234 mm
  • No of Pages: 789
  • Series Title: Telecommunications
  • Weight: 1427 gr
  • ISBN-10: 1839531223
  • Publisher Date: 16 Feb 2022
  • Binding: Hardback
  • Language: English
  • Returnable: N
  • Spine Width: 41 mm
  • Width: 156 mm


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