An efficient algorithm for finding a path subject to two additive constraints

Turgay Korkmaz, Marwan Krunz, Spyros Tragoudas

Research output: Contribution to journalArticlepeer-review

36 Scopus citations

Abstract

One of the key issues in providing end-to-end quality-of-service (QoS) guarantees in packet networks is how to determine a feasible path that satisfies a number of QoS constraints. For two or more additive constraints, the problem of finding a feasible path is NP-complete that cannot be exactly solved in polynomial time. Accordingly, several heuristics and approximation algorithms have been proposed for this problem. Many of these algorithms suffer from either excessive computational cost or low performance. In this paper, we provide an efficient approximation algorithm for finding a path subject to two additive constraints. The worst-case computational complexity of this algorithm is within a logarithmic number of calls to Dijkstra's shortest path algorithm. Its average complexity is even much lower than that, as demonstrated by simulation experiments. The performance of the proposed algorithm is justified via theoretical bounds that are provided for the optimal version of the path selection problem. To achieve further performance improvement, several extensions to the basic algorithm are also provided at very low computational cost. Extensive simulations are used to demonstrate the high performance of the proposed algorithm and to contrast it with other path selection algorithms.

Original languageEnglish (US)
Pages (from-to)225-238
Number of pages14
JournalComputer Communications
Volume25
Issue number3
DOIs
StatePublished - Feb 15 2002

Keywords

  • Additive constraints
  • Lagrangian techniques
  • Path selection
  • QoS routing

ASJC Scopus subject areas

  • Computer Networks and Communications

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