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Ayinde M. Usman

1 paper indexed

arxivcs.CRcs.AI2026-07-08

Closed-Loop Dynamic Validator Node Scaling in Private Substrate Blockchains Using Takagi-Sugeno Fuzzy Inference

Thandile Nododile, Ayinde M. Usman, Clement N. Nyirenda

Private blockchain networks run with fixed node configurations that cannot adapt to changing workload conditions. Too many nodes serving a light workload waste resources; too few nodes facing heavy demand slow block production and degrade finalisation. The right validator count i…

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