US 12,271,713 B2
Intelligent adaptive self learning framework for data processing on cloud data fusion
Mihir S Nanal, Pune (IN); Shashank Kundanmal Gandhi, Mukundnagar (IN); and Sarang Padmakar Joshi, Pune (IN)
Assigned to Accenture Global Solutions Limited, Dublin (IE)
Filed by Accenture Global Solutions Limited, Dublin (IE)
Filed on Oct. 20, 2022, as Appl. No. 17/969,936.
Prior Publication US 2024/0134616 A1, Apr. 25, 2024
Prior Publication US 2024/0231773 A9, Jul. 11, 2024
Int. Cl. G06F 8/41 (2018.01); G06N 20/00 (2019.01)
CPC G06F 8/41 (2013.01) [G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
receiving, by a device, business requirements data and data fusion code data for implementing in a cloud data fusion system;
performing, by the device, natural language processing on the business requirements data and the data fusion code data to generate training data;
training, by the device, a machine learning model with the training data to generate a trained machine learning model;
processing, by the device, new business requirements data, with the trained machine learning model, to generate a transformation map for transforming the new business requirements data;
generating, by the device, code for the cloud data fusion system based on the transformation map;
identifying, by the device, one or more differences between the code and previous code of the cloud data fusion system;
modifying, by the device, the code based on the one or more differences and to generate modified code;
validating, by the device, the modified code for transformation logic of the cloud data fusion system to generate final code; and
performing, by the device, one or more actions based on the final code.