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Efficient and fair collaborative mobile internet access

  • George Iosifidis
  • , Lin Gao
  • , Jianwei Huang
  • , Leandros Tassiulas
  • Trinity College Dublin
  • Research Centre CONNECT
  • Harbin Institute of Technology Shenzhen
  • Chinese University of Hong Kong
  • Yale University

Research output: Contribution to journalArticlepeer-review

Abstract

The surging global mobile data traffic challenges the economic viability of cellular networks and calls for innovative solutions to reduce the network congestion and improve user experience. In this context, user-provided networks (UPNs), where mobile users share their Internet access by exploiting their diverse network resources and needs, turn out to be very promising. Heterogeneous users with advanced handheld devices can form connections in a distributed fashion and unleash dormant network resources at the network edge. However, the success of such services heavily depends on users' willingness to contribute their resources, such as network access and device battery energy. In this paper, we introduce a general framework for UPN services and design a bargaining-based distributed incentive mechanism to ensure users' participation. The proposed mechanism determines the resources that each user should contribute in order to maximize the aggregate data rate in UPN, and fairly allocate the benefit among the users. The numerical results verify that the service can always improve users' performance, and such improvement increases with the diversity of the users' resources. Quantitatively, it can reach an average 30% increase of the total served traffic for a typical scenario even with only six mobile users.

Original languageEnglish
Article number7835266
Pages (from-to)1386-1400
Number of pages15
JournalIEEE/ACM Transactions on Networking
Volume25
Issue number3
DOIs
StatePublished - Jun 2017
Externally publishedYes

Keywords

  • Fog computing
  • Nash bargaining
  • Network economics
  • Network optimization
  • User-provided networks

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