Chandra Kanta Samal

Energy-Aware Adaptive AI Inference in Edge–Cloud Computing

Adaptive AI inference distributes the computation across devices, edge servers, and cloud infrastructure to optimize task quality, latency, and energy. This study provides a critical overview of the literature on offloading, split inference, early exits, model routing, hardware adaptation, and speculative decoding sele...