Predicting Conflict Impact on Performance in O-RAN
A method to predict how much competing AI applications will degrade network performance before they are deployed.
Conflict Management
PACIFISTA: Conflict Evaluation and Management in Open RAN
A framework that detects and predicts conflicts between AI applications competing to control a cellular network, preventing performance degradation.
Methods for Detecting, Evaluating, and Mitigating Conflicts in Open RAN Systems
Methods for detecting and resolving conflicts between competing AI applications sharing control of a cellular network.