公开(公告)号：GB2607528A

公开(公告)日：2022-12-07

申请号：GB202212227

申请日：2021-01-18

Applicant: IBM

Inventor： JINHO HWANG ,  ANUP KALIA ,  JIN XIAO ,  MAJA VUKOVIC ,  MALIK JACKSON ,  JOHN ROFRANO ,  SENTHIL KUMAR KUMARASAMY MANI

IPC: G06F9/50

Abstract: Systems and techniques that facilitate automated recommendation of microservice decomposition strategies for monolithic applications are provided. In various embodiments, a community detection component can detect a disjoint code cluster in a monolithic application based on a code property graph characterizing the monolithic application. In various aspects, the code property graph can be based on a temporal code evolution of the monolithic application. In various embodiments, a topic modeling component can identify a functional purpose of the disjoint code cluster based on a business document corpus corresponding to the monolithic application. In various embodiments, a microservice component can recommend a microservice to replace the disjoint code cluster based on the functional purpose.