Auction Theory for Computer Networks

Erscheinungsjahr 2020
ISBN: 978-1-108-48076-5
Verlag: Cambridge University Press

Buch, Englisch, 288 Seiten, Format (B × H): 177 mm x 250 mm, Gewicht: 635 g

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.

Autoren/Hrsg.

Niyato, Dusit

Luong, Nguyen Cong

Wang, Ping

Han, Zhu

Fachgebiete

• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Mikroökonomie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Mobilfunk- und Drahtlosnetzwerke & Anwendungen

Inhaltsverzeichnis

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.

Über Autor(innen)

Wang, Ping
Ping Wang is an Associate Professor at the Department of Electrical Engineering and Computer Science, York University.

Niyato, Dusit
Dusit Niyato is a professor in the School of Computer Science and Engineering at Nanyang Technological University, Singapore and a Fellow of the IEEE.

Han, Zhu
Zhu Han is a John and Rebecca Moores Professor in the Department of Electrical and Computer Engineering as well as the Computer Science Department at the University of Houston, and a Fellows of the IEEE and AAAS.

Luong, Nguyen Cong
Nguyen Cong Luong is a senior lecturer at Phenikaa University, Vietnam. He is also a researcher at the Phenikaa Research and Technology Institute (PRATI).