公开(公告)号：AU2021286505A1

公开(公告)日：2022-11-10

申请号：AU2021286505

申请日：2021-05-07

Applicant: IBM

Inventor： PARISA VENKATA VINAY KUMAR ,  TAYLOR BRUCE G ,  ROY CHOUDHURI DEBASIS ,  SWIFT LAURENCE ,  ALLEN COREY ,  MOHAPATRA BISWAJIT

IPC: G06F8/36

Abstract: An approach is provided for automating an adoption of cloud services. A machine learning model is developed to learn application source code accessed from a source code repository. The machine learning model is trained by building training data that includes the application source code and technical labels. Services are extracted from the application source code and a context of the application source code is derived. Using a decision tree model, a mapping of the extracted services to respective cloud services is determined. Based on the mapping, portions of the application source code are identified that are recommended to be replaced by the respective cloud services.