Optimizing performance of communication networks: An application of network science

Jiajing Wu, Chi Kong Tse, Chung Ming Lau

Research output: Journal article publicationJournal articleAcademic researchpeer-review

20 Citations (Scopus)

Abstract

For efficient and reliable data transmission, the traffic load should be as uniformly distributed as possible in the network, and the average distance traveled by the data should be short. This criterion has been shown to be fundamental. The key design problem is therefore to find the optimal solution that achieves this criterion. With a fixed network topology, the traffic load distribution and the transmission efficiency are determined by the specific routing algorithm. In this brief, we apply a simulated annealing algorithm to find the near optimal configuration of routing paths, which effectively balances traffic loads and improves the overall traffic performance.
Original languageEnglish
Article number6922523
Pages (from-to)95-99
Number of pages5
JournalIEEE Transactions on Circuits and Systems II: Express Briefs
Volume62
Issue number1
DOIs
Publication statusPublished - 1 Jan 2015

Keywords

  • communication networks
  • Complex networks
  • node usage
  • routing algorithm

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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