IMDEA Networks
Andrea FRESA
PhD Student
- Affiliation: IMDEA Networks Institute, Universidad Carlos III de Madrid (U3CM)
- MSc: Computer Engineering - University Federico II. Naples, Italy
- BSc: Computer Engineering - University Federico II. Naples, Italy
- Former position: Master Thesis Worker. Ericsson Research, Jorvas, Finland
- Joining date: June 2021
- Email: andrea.fresa@imdea.org
- Phone: +34 91 481 6936
Biography
I am Andrea and I come from Naples, Italy.
I am a PhD Student in the Edge Networks group at IMDEA Networks Institute.
My research interest is Edge Intelligence.
Thanks to my internship with the Ericsson Research IoT Team in Jorvas, Finland, where I conducted my master’s thesis research, and my MSc in Computer Science Engineering, I have experience with IoT and networking.
I enjoy playing team sports (such as basketball and football), running, and reading in my spare time.
Publications
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