Auction Theory for Computer Networks
Do you have the tools to address recent challenges and problems in modern computer networks? Discover a unified view of auction theoretic applications and develop auction models, solution concepts, and algorithms with this multidisciplinary review. Devise distributed, dynamic, and adaptive algorithms for ensuring robust network operation over time-varying and heterogeneous environments, and for optimizing decisions about services, resource allocation, and usage of all network entities. Topics including cloud networking models, MIMO, mmWave communications, 5G, data aggregation, task allocation, user association, interference management, wireless caching, mobile data offloading, and security. Introducing fundamental concepts from an engineering perspective and describing a wide range of state-of-the-art techniques, this is an excellent resource for graduate and senior undergraduate students, network and software engineers, economists, and researchers.
- Includes examples showing how to use auction theoretical approaches to solve network problems
- Provides a comprehensive literature review of applications to modern computer networks
- Features tutorial sections and explains the benefits of using auction-theory for the design and optimization of networks
Product details
June 2020Adobe eBook Reader
9781108575652
0 pages
71 b/w illus. 5 tables
This ISBN is for an eBook version which is distributed on our behalf by a third party.
Table of Contents
- 1. Introduction
- 2. Overview of modern computer networks
- 3. Mechanism design and auction theory in computer networks
- 4. Open-cry auction
- 5. First-price sealed-bid auction
- 6. Second-price sealed-bid auction
- 7. Combinatorial auction
- 8. Double-sided auction
- 9. Other auctions
- 10. Optimal auction using machine learning.