Patent · US Active

Machine learning (ML) powered programming code transformations

US11693641B1 · kind B1 · utility

1Cited by

1References

20Claims

0Family size

Assignee

ACCENTURE GLOBAL SOLUTIONS LIMITED · IE

Inventors

Srikanth G Rao · Kanchinakote, IN
Arunabh Sinha · Patna, IN
Mathangi Sandilya · Kanchinakote, IN
Nitima Singhal · Faridabad, IN
Anup Kumar Tiwary · Kanchinakote, IN
Anand Vijendra · Bengaluru, IN

Key dates

Filing date	Mar 22, 2022
Grant date	Jul 4, 2023
Priority date	—
Expiry date	Mar 22, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A machine learning (ML) based code transformation system that transforms a source programming code developed using a source library for execution on a source platform into remediated code for execution on a target platform is disclosed. Metadata extracted from the source programming code is used to detect the source programming language, source libraries, and the source platform. The metadata also enables modularizing the source programming code based on the functionality and identifying a node from a plurality of nodes in a communication network to execute the various source code modules. A similarity map is generated mapping the source libraries to the target libraries and the source code modules that are incompatible with the target platform are identified and remediated with similar target code modules using the similarity map.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.