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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

Referring additionally now to FIG. 3, operative features 300 of system 100 according to one embodiment are depicted schematically. Constructor 112 illustratively generates network matrices 302a arrayed along time axis 302b to form a tensor. Network matrices 302a can be constructed by constructor 112 summing individual invocation matrices corresponding to processes 304 and data 306, which is associated with each of the processes by associator 110. Data 306 and the tensor comprising network matrices 302a arrayed as time series along time axis 302b can be stored in database 308. In certain embodiments, network matrices 302a and time axis 302b are part of a multi-dimensional tensor (additional axes not explicitly shown) that also include, for example, arrays indicating the vendor and/or version of each microservice. The multi-dimensional tensor stored in database 308 thus can indicate, at each point in time, the then-current vendor and/or version of each microservice that is part of the network of microservices.

權(quán)利要求

1
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