2results about How to "Reduce configuration work" patented technology

A core network resource dynamic scheduling method, apparatus and device, and a storage medium are applied to the field of communication network optimization, and the method comprises the steps of generating a dynamic scheduling causal graph of core network resources according to a core network resource scheduling field knowledge base and obtained core network reference data; performing incremental causal distillation training according to the dynamic scheduling causal graph to generate a lightweight causal model; and performing real-time reasoning according to the lightweight causal model to generate a scheduling decision and an interpretable resource scheduling report. According to the method, the structured business causal relationship can be efficiently extracted, and the operation and maintenance efficiency and the system reliability are improved. Meanwhile, the generation time of a scheduling strategy can be effectively shortened, real-time reasoning is achieved, flexible and accurate resource scheduling is achieved, and resources can be dynamically allocated according to actual requirements. And clearer decision basis and explanation can be provided for operation and maintenance personnel, and the operation and maintenance personnel are supported to better understand system behaviors and quickly position problems.