Predicting and choosing alternatives of route updates per QoS VNF in SDN

Sergei Frenkel, Daniel Khankin, Alona Kutsyy

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

In this work, we model route updates as part of Quality of Service (QoS) Virtual Network Function (VNF) in Software-Defined Networking (SDN) architecture. In SDN, the control plane and the data plane are decoupled. This allows high flexibility by providing abstractions for network management applications and being directly programmable. However, reconfiguration and updates of a network are sometimes inevitable due to policy changes, maintenance or failures. The update process should not form congestion in the network, nor result in time delays, and not lose any packets. It may be the case that there exist several alternatives for a route update. In the extreme case, there is a chance that one of the possible existing routes is much longer, however, a more reliable one, and as such will update faster. Taking into account the random nature of the network functioning, we supplement the proposed algorithm by Delaet et al. for route updates with a technique based on Markov chains. In our extension of the algorithm, we describe the transmission of packets through a chosen route for comparing the update process for all the possible alternative routes. The virtualized service implementing the update algorithm will provide a recommendation for an optimal choice of a route based on the performed calculations. Fundamentally, we create a QoS VNF for seamlessly updating a route, regarding network parameters, and taking into consideration the complexity and possible failures of updating a route.

Original languageEnglish
Title of host publication2017 IEEE 16th International Symposium on Network Computing and Applications, NCA 2017
EditorsDimiter R. Avresky, Aris Gkoulalas-Divanis, Dimiter R. Avresky, Miguel P. Correia
PublisherInstitute of Electrical and Electronics Engineers
Pages1-6
Number of pages6
ISBN (Electronic)9781538614655
DOIs
StatePublished - 8 Dec 2017
Event16th IEEE International Symposium on Network Computing and Applications, NCA 2017 - Cambridge, United States
Duration: 30 Oct 20171 Nov 2017

Publication series

Name2017 IEEE 16th International Symposium on Network Computing and Applications, NCA 2017
Volume2017-January

Conference

Conference16th IEEE International Symposium on Network Computing and Applications, NCA 2017
Country/TerritoryUnited States
CityCambridge
Period30/10/171/11/17

Keywords

  • Markov chains
  • quality of service
  • route updates
  • software-defined networking
  • virtual network function

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Hardware and Architecture

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