Ai Based Cellular Network Management And Orchestration

Abstract: An apparatus and system to enable MNO policy-driven AI decisions and frame structure are described. An AI SAP receives modified context information within a network and determines a response to network events based on MNO policies. The AI SAP includes a context-aware management entity that tracks and updates the context information, a cognition framework entity that processes new data, applies inferences and compares results of the inferences to available knowledge, a situational awareness entity that determines effects of events within the system on objectives based on the MNO policies, and a policy management entity that provides behavioral rules on the system based on the MNO policies. The AI SAP provides QoS modifications based on positional and movement information of a UE by determining timing indicating when the UE is to be within the AP range and adjusting AP activation and synchronization signaling for the UE based on the timing.

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