Sandor. R. Repas

FuzzPrismEdge: dynamic resource allocation in edge AI via context-aware fuzzy gating

Abstract The use of Deep Neural Networks (DNNs) on autonomous Internet of Things (IoT) devices is bottlenecked and causes accelerated battery degradation, memory exhaustion and thermal throttling due to constant inference demands. While the current literature largely deals with t...