IT Infrastructure Anomaly Detection and Failure Handling: A Systematic Literature Review Focusing on Datasets, Log Preprocessing, Machine & Deep Learning Approaches and Automated Tool

Nowadays, reliability assurance is crucial in components of IT infrastructures. Unavailability of any element or connection results in downtime and triggers monetary and performance casualties. Thus, reliability engineering has been a topic of investigation recently. The system logs become obligator...

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Autores principales: Deepali Arun Bhanage, Ambika Vishal Pawar, Ketan Kotecha
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/c71d523e624a4970a79610cc28617685
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