In large-scale networks in IT or telco, in order to slow down the degradation process of the live system and reduce its impact on the quality of end-user experience, preventive maintenance (PM) with minimal repair at failures is required. Network nodes have stochastic behavior for failures with relation to alarm and health-check status shown before failure happens. The more major or critical alarm generated, the probability of failure increases. To predict failure and to reduce financial and non-financial loss, it is necessary to have a proper approach and proper model to address prioritization of failure for preventive maintenance.
-
Notifications
You must be signed in to change notification settings - Fork 0
How to model stochastic behavior of failures in telco or IT systems using machine learning
License
SadeghKrmi/codedive2022
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
About
How to model stochastic behavior of failures in telco or IT systems using machine learning
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published