2 papers
cs.NI2025
The xApp Store: A Framework for xApp Onboarding and Deployment in O-RAN
Philip Rodgers, Paul Harvey
5G and beyond mobile telecommunication networks are increasingly embracing software technologies in their operation and control, similar to what has powered the growth of the cloud…
cs.DC2024
PiPar: Pipeline Parallelism for Collaborative Machine Learning
Zihan Zhang, Philip Rodgers, Peter Kilpatrick +2
Collaborative machine learning (CML) techniques, such as federated learning, have been proposed to train deep learning models across multiple mobile devices and a server. CML techn…