US 12,190,169 B2
Systems and methods for configuration of cloud-based deployments
Atul Abhyankar, Pune (IN); Suresh Kanjur Manakkal, Bangalore (IN); Payal Panda, Bangalore (IN); Shaista Firdose, Bangalore (IN); Vijay Parthasarathy, Bangalore (IN); Hetal Mukesh Karelia, Thane (IN); Samanwita Majumdar, Kolkata (IN); Subhasish Das, Kolkata (IN); PremS Ramani, Bangalore (IN); Sujatha Pragalanathan, Tirupattur District (IN); and Apurva Arora, Delhi (IN)
Assigned to Accenture Global Solutions Limited, Dublin (IE)
Filed by Accenture Global Solutions Limited, Dublin (IE)
Filed on Dec. 31, 2021, as Appl. No. 17/566,999.
Prior Publication US 2023/0214275 A1, Jul. 6, 2023
Int. Cl. G06F 9/44 (2018.01); G06F 9/50 (2006.01); G06F 11/34 (2006.01); G06N 3/045 (2023.01)
CPC G06F 9/5077 (2013.01) [G06F 11/3442 (2013.01); G06N 3/045 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A method for configuring cloud-based functionality, the method comprising:
compiling, by one or more processors, a dataset that includes a configuration workbook, mapping data, and information identifying a set of requirements;
executing, by the one or more processors, a first model against the configuration workbook to perform pre-training;
executing, by the one or more processors, a second model against the configuration workbook to evaluate compliance of the configuration workbook with the set of requirements, the second model comprising a set of layers derived from the first model and at least one additional layer, the at least one additional layer configured to fine-tune the set of layers derived from the first model;
generating, by the one or more processors, one or more recommendations based on evaluation of the compliance of the configuration workbook with the set of requirements, the one or more recommendations configured to improve a level of compliance of the configuration workbook with respect to the set of requirements;
receiving, by the one or more processors, information associated with modifications to the configuration workbook, the modifications corresponding to changes to the configuration workbook based on the one or more recommendations to produce a compliant configuration workbook; and
generating, by the one or more processors, a loading template based at least in part on the compliant configuration workbook and the mapping data, wherein the loading template comprises information for configuring the cloud-based functionality.