Chairholder | Giovanni Neglia

Giovanni Neglia is a Researcher at Inria. His research interests include performance evaluation of distributed systems, in particular cache networks and large-scale learning systems. His research is characterized by the application of different mathematical tools (Markov processes, control theory, continuous optimization, fluid models, game theory).

Giovanni Neglia's project aims to remove barriers to deploying large-scale learning systems, covering both training and inference tasks. I focus on distributed environments—from server clusters to the entire Internet—and develop models and algorithms that optimize critical metrics such as latency, resource usage, and accuracy.