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Microservices change management and analytics

專利號(hào)
US11175947B2
公開(kāi)日期
2021-11-16
申請(qǐng)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(shuō)明書(shū)

FIG. 2C depicts an invocation matrix representation for process 208, whose process path is represented vectorially as (start, 4, 2, 1, 5, 6, 6, 3, end). Invocation matrix 210 corresponding to process 208, accordingly, contains ones in each of the following cells as listed in the order that the microservices are invoked: row 9, column 4; row 4, column 2; row 2, column 1; row 1, column 5; row 5, column 6; row 6, column 6; row 6, column 3; and row 3, column 9, the last cell corresponding to the end of process 208 which occurs upon completion of microservice MS3's execution by process 208.

FIG. 2D depicts network matrix 212, which constructor 112 generates by performing matrix addition of the three respective 9×9 invocation matrices 202, 206, and 210. Matrix summation aggregates the interfaces (incoming and outgoing interface connections) between the microservices that form a network of microservices, various one of which are used in different combinations by processes 200, 204, and 208. A distribution, or relative frequency, matrix is generated by analyzer 114 from network matrix 212.

權(quán)利要求

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