US 12,192,292 B2
Multiple model injection for a deployment cluster
Kartik Mathur, Santa Clara, CA (US)
Assigned to Hewlett Packard Enterprise Development LP, Spring, TX (US)
Filed by HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP, Spring, TX (US)
Filed on Mar. 20, 2024, as Appl. No. 18/610,561.
Application 17/531,068 is a division of application No. 16/809,414, filed on Mar. 4, 2020, granted, now 11,206,316, issued on Dec. 21, 2021.
Application 18/610,561 is a continuation of application No. 17/531,068, filed on Nov. 19, 2021.
Prior Publication US 2024/0223666 A1, Jul. 4, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. H04L 67/00 (2022.01); G06F 8/36 (2018.01); G06F 9/445 (2018.01); G06F 9/455 (2018.01); G06F 9/50 (2006.01); G06F 9/54 (2006.01); G06N 5/04 (2023.01); H04L 41/0895 (2022.01)
CPC H04L 67/34 (2013.01) [G06F 8/36 (2013.01); G06F 9/44505 (2013.01); G06F 9/44536 (2013.01); G06F 9/45558 (2013.01); G06F 9/5077 (2013.01); G06N 5/04 (2013.01); H04L 41/0895 (2022.05); G06F 2009/45591 (2013.01); G06F 2009/45595 (2013.01); G06F 9/547 (2013.01); G06F 2209/501 (2013.01); G06F 2209/503 (2013.01)] 20 Claims
OG exemplary drawing
 
9. A system comprising:
a business system application encoded as instructions on a non-transitory computer-readable medium and executed on a processor;
a plurality of deployment clusters comprising one or more physical or virtualized computing devices; and
a management system comprising one or more physical or virtualized computing devices, communicatively coupled to the business system application and the plurality of deployment clusters, wherein the management system is configured to:
determine model-specific configuration parameters for a machine learning model;
create a model-specific entry in a data structure associated with the machine learning model;
identify a deployment cluster of the plurality of deployment clusters to attach the machine learning model; and
transmit the model-specific configuration parameters to the identified deployment cluster.