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author:

Yang, Han-Xin (Yang, Han-Xin.) [1] (Scholars:杨涵新) | Tang, Ming (Tang, Ming.) [2] | Lai, Ying-Cheng (Lai, Ying-Cheng.) [3]

Indexed by:

EI Scopus SCIE

Abstract:

In spite of the extensive previous efforts on traffic dynamics and epidemic spreading in complex networks, the problem of traffic-driven epidemic spreading on correlated networks has not been addressed. Interestingly, we find that the epidemic threshold, a fundamental quantity underlying the spreading dynamics, exhibits a nonmonotonic behavior in that it can be minimized for some critical value of the assortativity coefficient, a parameter characterizing the network correlation. To understand this phenomenon, we use the degree-based mean-field theory to calculate the traffic-driven epidemic threshold for correlated networks. The theory predicts that the threshold is inversely proportional to the packet-generation rate and the largest eigenvalue of the betweenness matrix. We obtain consistency between theory and numerics. Our results may provide insights into the important problem of controlling and/or harnessing real-world epidemic spreading dynamics driven by traffic flows.

Keyword:

Community:

  • [ 1 ] [Yang, Han-Xin]Fuzhou Univ, Dept Phys, Fuzhou 350108, Peoples R China
  • [ 2 ] [Tang, Ming]Univ Elect Sci & Technol China, Web Sci Ctr, Chengdu 610051, Peoples R China
  • [ 3 ] [Lai, Ying-Cheng]Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA

Reprint 's Address:

  • 杨涵新

    [Yang, Han-Xin]Fuzhou Univ, Dept Phys, Fuzhou 350108, Peoples R China

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Source :

PHYSICAL REVIEW E

ISSN: 1539-3755

Year: 2015

Issue: 6

Volume: 91

2 . 2 5 2

JCR@2015

2 . 2 0 0

JCR@2023

ESI Discipline: PHYSICS;

ESI HC Threshold:200

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 27

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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