Guilherme Iecker Ricardo, Ph.D.

Postdoctoral Researcher
CNAM, Paris, France
guilherme.iecker-ricardo [at] lecnam [dot] net


Short Bio

I received a bachelor's degree in Computer Engineering and an M.Sc. degree in Computer Science from UFRJ in 2016 and 2018, respectively. In 2021, I received a Ph.D. degree in Computer Science from Université Côte d'Azur and hosted by EURECOM and Inria. I held post-doctoral fellowship positions with the MORE department at Orange Labs (2022) and with the ROC team at CEDRIC-CNAM (2023). My research interests are in the modeling and optimization of networked and distributed systems using techniques ranging from classic and stochastic optimization to machine learning.


Publications

Publisher G. I. Ricardo, A. Benhamiche, N. Perrot, and Y. Carlinet, "Heuristic Distribution of Latency-Sensitive Tasks in Multi-Access Edge Computing Systems," in IEEE Global Communications Conference (GLOBECOM) NetMan6G Workshop, 2022.

Publisher G. I. Ricardo, A. Benhamiche, N. Perrot, and Y. Carlinet, "Latency-Constrained Task Distribution in Multi-Access Edge Computing Systems," in IEEE International Conference on Cloud Networking (CLOUDNET), 2022.

Publisher G. I. Ricardo, G. Neglia and T. Spyropoulos, "Caching Heterogeneous Size Content in Small Cell Networks with CoMP Joint Transmissions," in IEEE Global Communications Conference (GLOBECOM), 2021.

Publisher G. Neglia, E. Leonardi, G. I. Ricardo, T. Spyropoulos, "A Swiss Army Knife for Dynamic Caching in Small Cell Networks," in IEEE Transactions on Networking, 2021.

Publisher G. I. Ricardo, A. Tuholukova, G. Neglia and T. Spyropoulos, "Caching policies for delay minimization in small cell networks with coordinated multi-point joint transmissions," in IEEE Transactions on Networking, 2021.

Publisher G. I. Ricardo, G. Neglia and T. Spyropoulos, "Caching Policies for Delay Minimization in Small Cell Networks with Joint Transmissions," in IEEE International Conference on Communications (ICC), 2020.

Publisher G. I. Ricardo, J. F. de Rezende and V. C. Barbosa, "Scheduling Wireless Links in the Physical Interference Model by Fractional Edge Coloring," in IEEE Wireless Communications Letters, 2020.