Accenture Global Solutions Limited

Ravichandran Subramaniam

Nitin Madhukar Sawant

Mahesh Bandkar

Pramod Bijani

Anand Parulkar

Pramodsing Bijani

Ravi Sachdev

Vidyasagar Honnappa

Satya Bharat

M Chandramouli

A device may receive information that identifies code associated with an application. The device may generate a technical description of the code based on the information that identifies the code associated with the application. The device may generate a set of rules based on the technical description of the code. The set of rules being associated with a semantics of business vocabulary and business rules (SBVR) format. The device may generate a set of microservices based on the set of rules. The device may provide information that identifies the set of microservices to cause an action to be performed.

Automatic generation of microservices based on technical description of legacy code

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for system modernization using machine learning are disclosed. In one aspect, a method includes the actions of generating training data. The actions include generating a first model, a second model, and a third model. The actions include receiving data that is related to technological capabilities of an application and data that is related to business priorities of the application. The actions include applying the first model to the data that is related to the technological capabilities of the application and the second model to the data that is related to business priorities of the application. The actions include generating a modification recommendation for the application. The actions further include providing, for output, the modification recommendation for the application. The actions include receiving feedback data that indicates a level of acceptance of the modification recommendation for the application.

System modernization using machine learning

Growing community of inventors

Bengaluru, India

Ravichandran Subramaniam