公开(公告)号：US11755305B2

公开(公告)日：2023-09-12

申请号：US16910616

申请日：2020-06-24

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Jaime J R Parra ,  Ryan Myers ,  Guillermo Nunez

IPC分类号： G06F8/65 ,  G06F8/61 ,  G06F9/4401 ,  G06N20/00 ,  G06F9/54 ,  G06F11/30 ,  G06F9/48 ,  G06F18/214 ,  G06F18/24

CPC分类号： G06F8/65 ,  G06F8/61 ,  G06F9/4406 ,  G06F9/4411 ,  G06F9/4881 ,  G06F9/542 ,  G06F11/3006 ,  G06F18/2148 ,  G06F18/24 ,  G06N20/00

摘要： A computer-implemented method includes: registering, by a computer device, a device to a network; collecting, by the computer device, device data from the device through the network; compiling, by the computer device, training data from the collected device data; training, by the computer device, a machine learning model using the training data; predicting, by the computer device and using the machine learning model, a time when the device will be in an inactive system state; and automatically scheduling, by the computer device and based on the predicting, an application of an update for the time when the device is in the inactive system state.