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作者:

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.)

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EI Scopus SCIE

摘要:

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.

关键词:

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

作者机构:

  • [ 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

通讯作者信息:

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

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来源 :

IEEE SYSTEMS JOURNAL

ISSN: 1932-8184

年份: 2021

期: 2

卷: 15

页码: 2653-2664

4 . 4 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:87

JCR分区:2

被引次数:

WoS核心集被引频次: 13

SCOPUS被引频次: 14

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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