Service life cycle management method for computer software

By constructing a heterogeneous graph and employing a network structure encoder and similar enhanced coding, the problem of multi-source heterogeneous information fusion was solved, enabling in-depth characterization of the service lifecycle and accurate location of fault root causes, thereby improving the reliability of management decisions.

CN122111737AInactive Publication Date: 2026-05-29SICHUAN YUNSHUFUZHI EDUCATION TECH CO LTD
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Patent Information

Application Number
CN202610559874.3
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-04-27
Publication Date
2026-05-29
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

Existing service lifecycle management methods fail to fully integrate multi-source heterogeneous information and struggle to effectively fuse heterogeneous relationships with deep semantic connections between similar entities, thus limiting the model's representation and reasoning capabilities in complex service scenarios.

Method used

A heterogeneous graph is constructed, and a network structure encoder is used to process the node representation matrix. Through enhanced coding of the same category and collaborative optimization, a unified node representation is generated, which enables a comprehensive characterization of the service lifecycle and accurate location of the root cause of failure.

Benefits of technology

It enables in-depth characterization of service status and precise location of fault root causes, significantly improving the reliability and intelligence level of management decisions.

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Abstract

The invention discloses a service life cycle management method for computer software, and relates to the technical field of service life cycle management, a heterogeneous graph is constructed based on original data of software services, various software service entity types of the heterogeneous graph are used as entity nodes, and corresponding relations among entities are used as edges; processing the heterogeneous graph by adopting a network structure encoder to obtain a node representation matrix after network structure encoding, screening the node representation matrix after network structure encoding based on a predefined node entity type label to obtain a same-category node set, and determining the node representation matrix after network structure encoding based on a connection relationship between the same-category node set and nodes of the heterogeneous graph. The method comprises the following steps of: constructing neighbor sub-graphs of the same category, encoding the neighbor sub-graphs to obtain a node representation matrix subjected to enhancement encoding of the same category, carrying out collaborative optimization on the node representation matrix subjected to network structure encoding and the node representation matrix subjected to enhancement encoding of the same category, obtaining uniform node representation, analyzing and executing management, and finally obtaining the node representation matrix subjected to enhancement encoding of the same category. And obtaining a service life cycle management decision result.
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