Method and server for process data analysis based on network service operation

By constructing a process skeleton network and utilizing a rigid-flexible analysis model, the problem of inaccurate process bottleneck location was solved, enabling precise adjustments to process optimization and improving operational efficiency.

CN122432632APending Publication Date: 2026-07-21SHENZHEN GUOKEER TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
SHENZHEN GUOKEER TECH CO LTD
Filing Date
2026-04-27
Publication Date
2026-07-21

AI Technical Summary

Technical Problem

Existing technologies struggle to accurately capture the true location of process bottlenecks and their potential impact, resulting in a lack of topology-specificity in process adjustments and impacting operational optimization effectiveness.

Method used

By acquiring service interaction records, a process skeleton network is constructed, and the temporal dependency constraints and throughput pressure transmission direction tensors are extracted. The rigidity and flexibility analysis model is then used for simulation and adjustment, and the process topology is reconstructed to locate the bottleneck emergence area and the range of constraint loosening propagation.

Benefits of technology

It enables accurate identification of process bottlenecks and reliable prediction of the scope of their spread, providing precise basis for topology-level adjustments and improving the stability and responsiveness of operational processes.

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Abstract

The application discloses a process data analysis method and a server based on network service operation, acquires a set of original service interaction records of a target service operation system, reconstructs a service processing track sequence according to a service processing link tracking identifier, constructs an initial process skeleton network, extracts a time sequence dependent constraint tensor component and a throughput pressure transmission direction tensor component, generates a process constraint tensor form and a time sequence disturbance propagation path form representing a connection strength evolution trend, calls a process rigid-flexible characteristic analysis model to simulate a rigid constraint response and identify a flexible adjustment area, obtains a process rigid response distribution form and a process flexible adjustment area contour, positions a bottleneck emerging area and defines a constraint relaxation propagation range boundary through coupling influence analysis, and generates a process reconstruction instruction set containing skeleton connection edge redirection instruction identifiers and skeleton node service capacity adjustment direction identifiers. The application can effectively improve the running stability and throughput efficiency of a distributed system.
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