A method that predicts how much conflicts among O-RAN applications will degrade network performance, using profiling data and weighting each application by the frequency of its control actions.
PACIFISTA profiles O-RAN applications in a sandbox and combines hierarchical graphs with statistical models to detect conflicts and gauge their severity before deployment, showing that even xApps with similar goals can cost users 16% of throughput.
A patented method that profiles network-control applications in simulation, predicts whether they will conflict and how severely, and decides which applications can safely be deployed together.