3 papers
cs.LG2025
Decentor-V: Lightweight ML Training on Low-Power RISC-V Edge Devices
Marcelo Ribeiro, Diogo Costa, Gonçalo Moreira +2
Modern IoT devices increasingly rely on machine learning solutions to process data locally. However, the lack of graphics processing units (GPUs) or dedicated accelerators on most…
cs.DC2025
H-MBR: Hypervisor-level Memory Bandwidth Reservation for Mixed Criticality Systems
Afonso Oliveira, Diogo Costa, Gonçalo Moreira +2
Recent advancements in fields such as automotive and aerospace have driven a growing demand for robust computational resources. Applications that were once designed for basic MCUs…
cs.DC2025
SP-IMPact: A Framework for Static Partitioning Interference Mitigation and Performance Analysis
Diogo Costa, Gonçalo Moreira, Afonso Oliveira +2
Modern embedded systems are evolving toward complex, heterogeneous architectures to accommodate increasingly demanding applications. Driven by SWAP-C constraints, this shift has le…