Comparison of optimization goals for resilient routing

Cora Perner, Georg Carle

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

5 Scopus citations

Abstract

With the introduction of 5G, flexible network management through Software-Defined Networking will become available in cellular networks. As this has not been designed for safety-critical application such as autonomous driving or aeronautical applications, special care needs to be taken to use it in such contexts. In this work, different objective functions for optimization and their respective impact on performance characteristics such as link utilization and latency are investigated and compared. This allows to better understand the impact of resilient flow placement under constrained capacity and latency on network performance. Results show that for critical systems, objective functions relating to link capacity result in poorer network performance as latency and resilience are more limiting factors. While optimizations for maximum resilience increase network usage, with tight latency constraints they are comparable in performance with link capacity optimization, while providing more resilience against failures.

Original languageEnglish
Title of host publication2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728123738
DOIs
StatePublished - May 2019
Event2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Shanghai, China
Duration: 20 May 201924 May 2019

Publication series

Name2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings

Conference

Conference2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019
Country/TerritoryChina
CityShanghai
Period20/05/1924/05/19

Keywords

  • Network optimization
  • Resilience
  • Safety-critical systems

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