US 11,921,756 B2
Automated database operation classification using artificial intelligence techniques
Dhilip S. Kumar, Bangalore (IN); Ponnayan Sekar, Bangalore (IN); Hung T. Dinh, Austin, TX (US); and Bijan Kumar Mohanty, Austin, TX (US)
Assigned to Dell Products L.P., Round Rock, TX (US)
Filed by Dell Products L.P., Round Rock, TX (US)
Filed on Jul. 18, 2022, as Appl. No. 17/867,164.
Prior Publication US 2024/0020320 A1, Jan. 18, 2024
Int. Cl. G06F 7/00 (2006.01); G06F 16/245 (2019.01); G06F 16/28 (2019.01); G06N 20/20 (2019.01)
CPC G06F 16/285 (2019.01) [G06F 16/245 (2019.01); G06N 20/20 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
obtaining at least one query related to one or more database operations;
obtaining information pertaining to a set of multiple storage resources;
classifying the at least one query as associated with at least one of multiple subsets of storage resources among the set of multiple storage resources by processing at least a portion of the query and at least a portion of the information pertaining to the set of multiple storage resources using one or more artificial intelligence techniques; and
performing one or more automated actions based at least in part on the classifying of the at least one query, wherein performing one or more automated actions comprises automatically initiating one or more actions pertaining to allocating data, associated with one or more categories related to access frequency, to one or more storage resources, within the set of multiple storage resources, in accordance with the classifying of the at least one query;
wherein the method is performed by at least one processing device comprising a processor coupled to a memory.