2 papers
cs.DC2026
FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations
Ziwu Liu, Inês Pinto Gouveia, Inês Pinto Gouveia +3
Federated learning over low Earth orbit (LEO) satellite networks is limited by frequent link changes, short contact times, and a highly dynamic topology, making centralized or sync…
cs.AR2024
Resilient and Secure Programmable System-on-Chip Accelerator Offload
Inês Pinto Gouveia, Ahmad T. Sheikh, Ali Shoker +2
Computational offload to hardware accelerators is gaining traction due to increasing computational demands and efficiency challenges. Programmable hardware, like FPGAs, offers a pr…