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Research Article · Open access · Published 6 March 2026

A Novel Time-Based Switch Migration Method (TSSM) for Load Balancing in Distributed Software-Defined Networking

Thangaraj E1, Dinesh K1, Prabhakaran Paulraj2, A Barkathulla1, Margaret Flora3 & Karthik Elangovan1

Journal of Computer Science, Volume 22, Issue 3, pp. 800–812 · doi.org/10.3844/jcssp.2026.800.812

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Abstract

Switch migration is predominantly used for workload balancing in distributed Software Defined Network (SDN) controllers. The Time-Sharing Switch Migration (TSSM) technique allowed the switch's responsibility to be divided based on the time duration condition of overload, which resulted in fewer overload events, fewer ping-pong controller issues, and more efficient controllers. However, it has higher controller resource utilization during TSSM working hours, higher migration expenses, and requires more controllers to complete. Therefore, based on flow characteristics, we proposed a shortest-feasible open flow path algorithm that optimizes controller selection during the TSSM phase. The new TSSM approach maintains the benefits of TSSM while lowering controller resource consumption and migration expenses. An open network operating system is used to accomplish the suggested method for practical reasons. The testing results show that the proposed method lowers migration costs and controller resource utilization by about 33% compared with the existing system.

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Open access. This article is licensed under a Creative Commons Attribution 4.0 International Licence (CC BY 4.0), as printed on the article, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original authors and the source. No permission is needed.

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E, T., K, D., Paulraj, P., Barkathulla, A., Flora, M. & Elangovan, K. (2026). A Novel Time-Based Switch Migration Method (TSSM) for Load Balancing in Distributed Software-Defined Networking. Journal of Computer Science, 22(3), 800–812. https://doi.org/10.3844/jcssp.2026.800.812

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A Novel Time-Based Switch Migration Method (TSSM) for Load Balancing in Distributed Software-Defined NetworkingJournal of Computer Science · Volume 22, Issue 3 · pp. 800–812 · CC BY 4.0Download