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...
N. Yadav, Mehtab Alam, Chandra Kanta Samal· Research & Review: Machi...· 0 citations
This paper presents a low-cost Internet of Things (IoT)-based home automation system developed using an Arduino UNO microcontroller, a Passive Infrared (PIR) motion sensor, and LED indicators to automate lighting control based on human presence detection. The proposed system is designed to enhance energy efficiency by...
Ananya, Rohit, Chandra Kanta Samal et al.· Journal of IoT-based Distrib...· 0 citations
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