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Microservices change management and analytics

專利號
US11175947B2
公開日期
2021-11-16
申請人
INTERNATIONAL BUSINESS MACHINES CORPORATION(US NY Armonk)
發(fā)明人
Selcuk Nedim Oezmen; Clea Anne Zolotow; Ulrike Vauth
IPC分類
G06F21/57; G06F8/76; G06F9/448; G06F9/48; G06F11/14; G06F11/07; G06F9/54; G06F9/46; G06F11/36
技術(shù)領(lǐng)域
invocation,or,matrix,network,computer,in,cloud,process,computing,system
地域: NY NY Armonk

摘要

Managing microservice changes and performing related analytics can include generating a plurality of process instance representations. Each process instance representation can be generated based on a corresponding process path that comprises an ordered sequence of operations that are performed by a process using multiple microservices. A microservices network representation can be constructed based on the plurality of process instance representations, each element of the microservices network corresponding to an interface between a pair of the microservices. Based on the microservices network representation, a relative frequency can be determined for each of the microservices, each relative frequency corresponding to a likelihood that a change in a microservice will affect the performance of at least one process using at least one of the microservices.

說明書

System 100 illustratively includes associator 110, constructor 112, analyzer 114, and visualizer 116. Associator 110 retrieves data (e.g., metadata) from one or more databases 108 (e.g., microservice vendor data base), the data uniquely associated with individual microservices. The data retrieved by associator 110 can be descriptive metadata, structural metadata, administrative metadata, statistical metadata, and/or any other data corresponding to the microservices. For example, the data corresponding to a specific microservice can include a vendor ID, an indication of the version of the microservice, the version date, the number of interfaces of the microservice with one or more other microservices, as well as other microservice information. The data (e.g., metadata) retrieved by associator 110, in certain embodiments, can be represented vectorially. For example, the four-element vector, or 4-tuple, (x1, x2, x3, x4)=(microservice ID, microservice vendor, microservice version number, number of interfaces) corresponding to a microservice indicates an ID assigned to the microservice, the vendor providing the microservice, x2, the version of the microservice, x3, and the interface of the microservice (e.g., other microservices that call and/or are called by the microservice), x4.

權(quán)利要求

1
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