US 11,836,268 B2
Machine learning platform with model storage
Virendra Kumar Mehta, Cupertino, CA (US); and Sriram Palapudi, Santa Clara, CA (US)
Assigned to ServiceNow, Inc., Santa Clara, CA (US)
Filed by ServiceNow, Inc., Santa Clara, CA (US)
Filed on Oct. 2, 2020, as Appl. No. 17/062,409.
Prior Publication US 2022/0108035 A1, Apr. 7, 2022
Int. Cl. G06F 21/62 (2013.01); G06F 21/60 (2013.01); G06N 20/00 (2019.01); G06F 8/658 (2018.01); G06F 18/214 (2023.01)
CPC G06F 21/6227 (2013.01) [G06F 8/658 (2018.02); G06F 18/214 (2023.01); G06F 21/602 (2013.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
receiving a request to perform a prediction using a machine learning model of a specific entity;
receiving a specific security key for the machine learning model of the specific entity;
obtaining at least a portion of the machine learning model from a multi-tenant machine learning model storage, including by storing a utilization status of the machine learning model, wherein the utilization status associates an identifier of a prediction server utilizing the machine learning model;
unlocking the machine learning model using the specific security key;
performing the requested prediction; and
providing a result of the prediction from the prediction server.