IMDEA Networks
User Publications
Profiling- and learning-based co-design of communication and compute in scalable robotics
Andrea Fresa, Nicola Ferrrarese, Yu Liu, Mina Ferizbegovic, Aitor Hernandez Herranz
IEEE Journal on Selected Areas in Communications. 10.1109/JSAC.2025.3574600. Volume Co-Design of Communication, Computing, and Control in Industrial Cyber-Physical Systems , IEEE. ISSN: 1558-0008. June 2025
The Case for Hierarchical Deep Learning Inference at the Network Edge
Ghina Al Atat, Andrea Fresa, Adarsh Prasad Behera, Vishnu Narayanan Moothedath, James Gross, Jaya Prakash Champati
NetAISys '23: Proceedings of the 1st International Workshop on Networked AI Systems. Helsinki, Finland. June 2023
Offloading Algorithms for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
Andrea Fresa, Jaya Prakash Champati
IEEE Transactions on Parallel and Distributed Systems. 10.1109/TPDS.2023.3267458. Volume 34 , IEEE. ISSN: 1045-9219. April 2023
An Offloading Algorithm for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System
Andrea Fresa, Jaya Prakash Champati
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Montreal, Canada. October 2022
Offloading Algorithms for Maximizing Inference Accuracy on Edge Device Under a Time Constraint
Andrea Fresa, Jaya Prakash Champati
pp. 11 , Arxiv. December 2021