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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

Communications network 102 can provide communication links between various data processing systems, including system 100, as well as individual devices and databases. The communication links can include connections, such as wired communication links, wireless communication links, or fiber optic cables, and can be implemented as, or include, one or more (or any combination of) different communication technologies such as a Wide Area Network (WAN), a Local Area Network (LAN), a wireless network (e.g., a wireless WAN and/or a wireless LAN), a mobile or cellular network, a Virtual Private Network (VPN), the Internet, a Public Switched Telephone Network (PSTN), and so forth. Devices capable of coupling to communications network 102 via wired and/or wireless communication links can include mainframe computers, workstations, personal computers, portable computing or communication devices, tablet computers, mobile phones, or the like.

Different microservices and/or different versions of the same microservice can be delivered by a microservice vendor or vendors from one or more microservice vendor network sites 104 via communications network 102. For example, a vendor can deploy cloud-native microservices using lightweight containers, which enable the transfer of software between different operating environments and can be delivered from a centrally hosted cloud-based server. Similarly, different microservices and/or different versions of the same microservice can be deployed over communications network 102 from an enterprise-wide, in-house developer network site 106. The rapid development and deployment of microservices based on DevOps practices and continuous decentralized delivery can create definite advantages but requires close and effective monitoring, which can be provided by system 100.

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