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Full Description
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.
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
