US 11,816,238 B2
Assignment of computer privileges to user based on automated skill estimate
Shashank Mohan Jain, Bangalore (IN)
Assigned to SAP SE, Walldorf (DE)
Filed by SAP SE, Walldorf (DE)
Filed on Mar. 10, 2021, as Appl. No. 17/197,821.
Prior Publication US 2022/0292210 A1, Sep. 15, 2022
Int. Cl. G06F 21/62 (2013.01); G06N 3/08 (2023.01)
CPC G06F 21/6218 (2013.01) [G06N 3/08 (2013.01)] 15 Claims
OG exemplary drawing
 
1. A system associated with user access to a computing environment, comprising:
a user data store containing electronic records each associated with a user, each record including a user identifier and user characteristics;
a user vector generator, coupled to the user data store, including a computer processor and a computer memory storing instructions that, when executed by the computer processor, cause the user vector generator to:
access information about a user in the user data store,
based on the user characteristics, automatically generate a user vector indicating a computing environment skillset level for that user based on machine learning trained with a user resume and user log files, and
output an indication of the user vector; and
a machine learning privilege assignment platform adapted to:
receive the indication of the user vector,
based on the user vector and a machine learning algorithm, generate a privilege decision for that user responsive to a requested computing environment change associated with at least one of: (i) software deployment development, (ii) software deployment operation, (iii) a software deployment modification, and (iv) applying a software deployment configuration, and
output an indication of the privilege decision.