DETECTION OF FAILURE CONDITIONS AND RESTORATION OF DEPLOYED MODELS IN A COMPUTING ENVIRONMENT

A computer-implemented method includes obtaining data associated with execution of a model deployed in a computing environment. At least a portion of the obtained data are analyzed to detect one or more failure conditions associated with the model. One or more restoration operations are executed to...

Full description

Saved in:
Bibliographic Details
Main Authors Murthi, Anupama, Saha, Debashish, Hummer, Waldemar, Oum, Punleuk, Fang, Gaodan, Duesterwald, Evelyn
Format Patent
LanguageEnglish
Published 10.06.2021
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
Online AccessGet full text

Cover

More Information
Summary:A computer-implemented method includes obtaining data associated with execution of a model deployed in a computing environment. At least a portion of the obtained data are analyzed to detect one or more failure conditions associated with the model. One or more restoration operations are executed to generate one or more restoration results to address one or more detected failure conditions. At least a portion of the one or more restoration results is sent to the computing environment in which the model is deployed.
Bibliography:Application Number: US201916704083