2 papers
cs.NI2026
Towards xApp Conflict Evaluation with Explainable Machine Learning and Causal Inference in O-RAN
Pragya Sharma, Shihua Sun, Shachi Deshpande +2
The Open Radio Access Network (O-RAN) architecture enables a flexible, vendor-neutral deployment of 5G networks by disaggregating base station components and supporting third-party…
cs.NI2025
CRSF: Enabling QoS-Aware Beyond-Connectivity Service Sharing in 6G Local Networks
Pragya Sharma, Amanda Xiang, Abbas Kiani +3
Sixth-generation (6G) networks are envisioned to support interconnected local subnetworks that can share specialized, beyond-connectivity services. However, a standardized architec…