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Author:

Tu, Shanshan (Tu, Shanshan.) | Waqas, Muhammad (Waqas, Muhammad.) | Rehman, Sadaqat Ur (Rehman, Sadaqat Ur.) | Mir, Talha (Mir, Talha.) | Halim, Zahid (Halim, Zahid.) | Ahmad, Iftekhar (Ahmad, Iftekhar.)

Indexed by:

EI Scopus SCIE

Abstract:

Fog computing is an emerging technology that aims at reducing the load on cloud data centers by migrating some computation and storage toward end-users. It leverages the intermediate servers for local processing and storage while making it possible to offload part of the computation and storage to the cloud. Inspired by the benefits of fog computing, we present a novel paradigm that considers the context of social phenomena. Online and off-line human interactions and the mobile social network's relentless growth allowed real-world data and created users' traces. We categorize social phenomena into two main groups to integrate with fog computing from social interactions' continuous development. In this regard, the first contribution addresses the social relationship between the end-users and fog nodes based on personal benefits. The social relationship considers trust, reciprocity, incentives, and selfishness mechanisms. The second contribution describes the group-based social behavior, i.e., centrality, community, and colocation in fog computing networks (FCNs). We also discuss the impact of social phenomena on FCNs in network performance, resource allocations, security, and privacy. We present open challenges and highlight future directions on social perception to encourage follow-up work.

Keyword:

mobile users social interactions Data centers Fog computing Peer-to-peer computing Security Servers Edge computing Cloud computing Social networking (online)

Author Community:

  • [ 1 ] [Tu, Shanshan]Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
  • [ 2 ] [Waqas, Muhammad]Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
  • [ 3 ] [Waqas, Muhammad]Ghulam Ishaq Khan Inst Engn Sci & Technol, Fac Comp Sci & Engn, Topi 23460, Pakistan
  • [ 4 ] [Halim, Zahid]Ghulam Ishaq Khan Inst Engn Sci & Technol, Fac Comp Sci & Engn, Topi 23460, Pakistan
  • [ 5 ] [Rehman, Sadaqat Ur]Namal Inst, Dept Comp Sci, Mianwali 42250, Pakistan
  • [ 6 ] [Mir, Talha]Balochistan Univ Informat Technol Engn & Manageme, Dept Elect Engn, Quetta 87650, Pakistan
  • [ 7 ] [Ahmad, Iftekhar]Edith Cowan Univ, Sch Engn, Perth, WA 6027, Australia

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Source :

IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS

ISSN: 2329-924X

Year: 2021

Issue: 1

Volume: 9

Page: 32-44

5 . 0 0 0

JCR@2022

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 30

SCOPUS Cited Count: 30

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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