Conflict Mitigation Framework and Conflict Detection in O-RAN Near-RT RIC
Adamczyk, Cezary, Kliks, Adrian
–arXiv.org Artificial Intelligence
The steady evolution of the Open RAN concept sheds light on xApps and their potential use cases in O-RANcompliant deployments. There are several areas where xApps can be used that are being widely investigated, but the issue of mitigating conflicts between xApp decisions requires further in-depth investigation. This article defines a conflict mitigation framework (CMF) built into the existing O-RAN architecture; it enables the Conflict Mitigation component in O-RAN's Near- Real-Time RAN Intelligent Controller (Near-RT RIC) to detect and resolve all conflict types defined in the O-RAN Alliance's technical specifications. Methods for detecting each type of conflict are defined, including message flows between Near-RT RIC components. The suitability of the proposed CMF is proven with a simulation of an O-RAN network. Results of the simulation show that enabling the CMF allows balancing the network control capabilities of conflicting xApps to significantly improve network performance, with a small negative impact on its reliability. It is concluded that defining a unified CMF in Near-RT RIC is the first step towards providing a standardized method of conflict detection and resolution in O-RAN environments.
arXiv.org Artificial Intelligence
May-11-2023
- Country:
- Europe > Poland > Greater Poland Province > Poznań (0.05)
- Genre:
- Research Report (0.82)
- Industry:
- Information Technology > Networks (0.46)
- Telecommunications > Networks (0.46)
- Technology: