Performance evaluation of constraint-based path selection algorithms

Fernando Kuipers, Turgay Korkmaz, Marwan Krunz, Piet Van Mieghem

Research output: Contribution to journalArticle

67 Scopus citations

Abstract

Constraint-based path selection is an invaluable part of a full-fledged quality of service (QoS) architecture. Internet service providers want to be able to select paths for QoS flows that optimize network utilization and satisfy user requirements and as such increase revenues. Unfortunately, finding a path subject to multiple constraints is known to be an NP-complete problem. Hence, accurate constraint-based path selection algorithms with a fast running time are scarce. Numerous heuristics and a few exact algorithms have been proposed. In this article we compare most of these algorithms. We focus on restricted shortest path algorithms and multi-constrained path algorithms. The performance evaluation of these two classes of algorithms is presented based on complexity analysis and simulation results and may shed some light on the difficult task of selecting the proper algorithm for a QoS-capable network.

Original languageEnglish (US)
Pages (from-to)16-23
Number of pages8
JournalIEEE Network
Volume18
Issue number5
DOIs
StatePublished - Sep 2004

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Hardware and Architecture
  • Computer Networks and Communications

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