3 papers
cs.DC2026
Decentralized Stratified Sampling for Low-Latency Approximate Geospatial Data Stream Processing in Edge-Cloud Architectures
Isam Mashhour Al Jawarneh, Lorenzo Felletti, Luca Foschini +1
The exponential growth of geospatial data streams flowing from IoT devices challenges conventional cloud-based analytics, which typically suffer from network bandwidth waste and la…
cs.NI2026
MANATEE: A DevOps Platform for xApp Lifecycle Management and Testing in Open RAN
Sofia Montebugnoli, Leonardo Bonati, Andrea Sabbioni +5
The shift to disaggregated 5G architectures introduces unprecedented flexibility but also significant complexity in Beyond 5G Radio Access Networks (RANs). Open RAN enables program…
cs.LG2025
Knowledge Distillation for Federated Learning: a Practical Guide
Alessio Mora, Irene Tenison, Paolo Bellavista +1
Federated Learning (FL) enables the training of Deep Learning models without centrally collecting possibly sensitive raw data. The most used algorithms for FL are parameter-averagi…