Optimizing flow thinning protection in multicommodity networks with variable link capacity

Research output: Contribution to journalArticle

Abstract

Flow thinning (FT) is a concept of a traffic routing and protection strategy applicable to communication networks with variable capacity of links. In such networks, the links do not attain their nominal (maximum) capacity simultaneously, so in a typical network state only some links are fully available whereas on each of the remaining links only a fraction of its maximum capacity is usable. Every end-to-end traffic demand is assigned a set of logical tunnels whose total capacity is dedicated to carry the demand's traffic. The nominal (i.e., maximum) capacity of the tunnels, supported by the nominal (maximum) link capacity, is subject to state-dependent thinning to account for variable capacity of the links fluctuating below the maximum. Accordingly, the capacity available on the tunnels is also fluctuating below their nominal levels and hence the instantaneous traffic sent between the demand's end nodes must accommodate to the current total capacity available on its dedicated tunnels. The related multi-commodity flow optimization problem is NP-hard and its noncompact linear programming formulation requires path generation. For that, we formulate an integer programming pricing problem, at the same time showing the cases when the pricing is polynomial. We also consider an important variant of FT, affine thinning, that may lead to practical FT implementations. We present a numerical study illustrating traffic efficiency of FT and computational efficiency of its optimization models. Our considerations are relevant, among others, for wireless mesh networks utilizing multiprotocol label switching tunnels.

Details

Authors
  • Michał Pióro
  • Yoann Fouquet
  • Dritan Nace
  • Michael Poss
External organisations
  • University of Montpellier
  • Lund University
  • Warsaw University of Technology
  • University of Technology of Compiègne
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Systems

Keywords

  • Mixed-integer programming, Multicommodity flows, Multiple partial link failures, Path generation, Robust optimization, Survivable network design
Original languageEnglish
Pages (from-to)273-289
Number of pages17
JournalOperations Research
Volume64
Issue number2
Publication statusPublished - 2016 Mar 1
Publication categoryResearch
Peer-reviewedYes
Externally publishedYes