Reliability evaluation for an information network with node failure under cost constraint

Yi-Kuei Lin*

*Corresponding author for this work

Research output: Contribution to journalArticle

96 Scopus citations

Abstract

The quality of service is an important index to measure the performance of an information system. This paper constructs a stochastic-flow network to model the information system. In this network, each node and arc having a designated capacity will have different lower levels due to various partial and complete failures. The studied problem is to evaluate the possibility that a given amount of multicommodity can be sent through an information network under the cost constraint. Such a possibility, which is named the mission reliability, is an appropriate performance index to measure the quality level. The terminology "flow"represents the quantity of data transmitted via such a network, and "demand"represents the required data from clients. Based on the properties of minimal paths, a simple algorithm is first proposed to generate all lower boundary points for the demand; then, the mission reliability can be calculated in terms of such points. The lower boundary point for the demand is a minimal vector, which represents the capacity of each component (arc or node), such that the demand can be fulfilled. Extending the stochastic-flow network to the node failure case, another algorithm is proposed to calculate the mission reliability.

Original languageEnglish
Pages (from-to)180-188
Number of pages9
JournalIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans
Volume37
Issue number2
DOIs
StatePublished - 1 Mar 2007

Keywords

  • Cost constraint
  • Minimal paths (MPs)
  • Mission reliability
  • Multicommodity
  • Node failure
  • Stochastic-flow networks

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