Meriem Bouzouad

I/O-Cool: Using I/Os for Temperature Regulation When Training on the Edge

Processing data directly at edge nodes reduces latency and enhances data privacy and security, but the lack of advanced cooling on these devices makes them unsuitable for sustained AI training, leading to overheating and accelerated hardware degradation. This paper is motivated by the observation that edge data intensi...