Ensuring reliable network operations and maintenance: The role of PMRF for switch maintenance and upgrades in SDN

Nauman Khan*, Rosli bin Salleh, Zahid Khan, Anis Koubaa, Mosab Hamdan, Ahmed M. Abdelmoniem

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

In the realm of software-defined networking (SDN), ensuring robust maintenance operations and the consistent performance of switch operations, especially during maintenance and upgrades, is of paramount importance. Traditional SDN methods, both reactive and proactive, face challenges like extended convergence times, inefficient use of Ternary Content-Addressable Memory (TCAM) space, and unpredictable maintenance time. To tackle these issues and enhance maintenance operations, this paper introduces the Preventive Maintenance Routing Framework (PMRF) – a novel approach designed for uninterrupted upgrades in SDN settings. Our framework focuses on selecting reliable backup paths and timely isolation of the maintenance switch except critical switch, framed as an NP-hard mixed-integer linear programming problem. To address this complexity, we present a multi-objective heuristic algorithm that efficiently determines the best path for upcoming affected flows. Testing shows that, in varied network conditions, PMRF markedly reduced packet drops, potentially enhancing SDN operation efficiency, minimizing end-to-end delays, and maintaining failure recovery times below 50 ms and efficiently manage TCAM resources. In summary, PMRF offers a robust solution for optimizing network reliability and efficiency during maintenance operations and upgrades in core networks.

Original languageEnglish
Article number101809
JournalJournal of King Saud University - Computer and Information Sciences
Volume35
Issue number10
DOIs
StatePublished - Dec 2023

Bibliographical note

Publisher Copyright:
© 2023 The Author(s)

Keywords

  • Artificial Intelligence (AI)
  • Faulty switch handling
  • Network management
  • Network reliability and availability
  • Operation and maintenance switch failure
  • Preventive maintenance
  • SDN
  • Time base routing
  • Traditional networking

ASJC Scopus subject areas

  • General Computer Science

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