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Author:

Fang, Chao (Fang, Chao.) | Liu, Changtong (Liu, Changtong.) | Wang, Zhuwei (Wang, Zhuwei.) | Sun, Yang (Sun, Yang.) | Ni, Wei (Ni, Wei.) | Li, Peng (Li, Peng.) | Guo, Song (Guo, Song.)

Indexed by:

EI Scopus SCIE

Abstract:

With the rapid increase of mobile data traffic, efficient content delivery in wireless networks is increasingly important to provide broadcast and multicast services. To reduce network cost and enrich end-user quality of experience, Internet service providers (ISPs) and content providers (CPs) are expected to collaborate to improve content delivery services. However, the influence of content popularity has been generally overlooked, and profit split problem between ISPs and CPs has not been studied. We investigate the novel economic behaviors between ISPs and CPs in the presence of edge caches, and formulate the profit split problem as a centralized model, which can achieve optimal content caching and maximal network benefits. A Stackelberg game is designed to obtain its distributed win-win solution, where a feasible backward induction is proposed and the influence of edge caches and content popularity is analyzed. Simulation results show that the performance of our proposed Stackelberg game model is comparable to the centralized alternative and much better than existing ISP-CP cooperative schemes not considering cache deployment in the network.

Keyword:

Stackelberg game Internet service provider-content provider (ISP-CP) cooperation content popularity Games Pricing Economics Internet Bandwidth Noise measurement edge cache Content delivery Servers

Author Community:

  • [ 1 ] [Fang, Chao]Beijing Univ Technol, Fac Informat Technol, Beijing 100081, Peoples R China
  • [ 2 ] [Liu, Changtong]Beijing Univ Technol, Fac Informat Technol, Beijing 100081, Peoples R China
  • [ 3 ] [Wang, Zhuwei]Beijing Univ Technol, Fac Informat Technol, Beijing 100081, Peoples R China
  • [ 4 ] [Sun, Yang]Beijing Univ Technol, Fac Informat Technol, Beijing 100081, Peoples R China
  • [ 5 ] [Fang, Chao]Purple Mt Lab Networking Commun & Secur, Nanjing 210096, Peoples R China
  • [ 6 ] [Ni, Wei]CSIRO, Data61, Marsfield, NSW 2122, Australia
  • [ 7 ] [Li, Peng]Univ Aizu, Sch Comp Sci & Engn, Aizu Wakamatsu 9658580, Japan
  • [ 8 ] [Guo, Song]Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China

Reprint Author's Address:

  • [Wang, Zhuwei]Beijing Univ Technol, Fac Informat Technol, Beijing 100081, Peoples R China

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Source :

IEEE SYSTEMS JOURNAL

ISSN: 1932-8184

Year: 2021

Issue: 2

Volume: 15

Page: 2653-2664

4 . 4 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:87

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 13

SCOPUS Cited Count: 15

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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