A Study on Automated Problem Troubleshooting in Cloud Environments with Rule Induction and Verification

A Study on Automated Problem Troubleshooting in Cloud Environments with Rule Induction and Verification

In a vast majority of cases, remediation of IT issues encoded into domain-specific or user-defined alerts occurring in cloud environments and customer ecosystems suffers from accurate recommendations, which could be supplied in a timely manner for recovery of performance degradations. This is hard t...

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Bibliographic Details
Main Authors: Arnak Poghosyan, Ashot Harutyunyan, Edgar Davtyan, Karen Petrosyan, Nelson Baloian
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
automated troubleshooting
real-time product activity detection
problem root cause analysis
machine learning
explainable AI
proactive SaaS support
Online Access:https://www.mdpi.com/2076-3417/14/3/1047

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