Patent №
US 11,093,229
Granted
2021-08-17
Filed 2020
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
3
ml · planning · evo
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16749465
A failure rate model modeling a failure rate of a training functionality deployment in a training set of functionality deployments is constructed. The failure rate model is configured to receive functionality deployment data and output a corresponding failure rate prediction. Using the failure rate model, a set of functionality deployment failure rates is predicted, a functionality deployment failure rate in the set of functionality deployment failure rates corresponding to an upcoming functionality deployment. Using the set of functionality deployment failure rates, a deployment sequence of the set of upcoming functionality deployments is constructed to minimize a predicted overall failure rate of the set of upcoming functionality deployments. The deployment of each functionality deployment in the set of upcoming functionality deployments is caused, the deployment comprising activating the upcoming functionality program code according to the deployment sequence.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 515860515
Assignors
TIWARI, PRANSHU, BHARTI, HARISH, NARAYANASWAMY, NAVEEN, MUNAGALA, RAM PRASAD REDDY
On an employer assignment, the assignors are typically the inventors.