On Machine Learning Approaches for Automated Log Management

On Machine Learning Approaches for Automated Log Management

We address several problems in intelligent log management of distributed cloud computing applications and their machine learning solutions. Those problems concern various tasks on characterizing data center states from logs, as well as from related or other quantitative metrics (time series), such a...

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Bibliographic Details
Main Authors: Ashot Harutyunyan, Arnak Poghosyan, Naira Grigoryan, Narek Hovhannisyan, Nicholas Kushmerick
Format: Article
Language:English
Published: Graz University of Technology 2019-08-01
Series:Journal of Universal Computer Science
Subjects:
cloud computing
distributed systems
automated lo
Online Access:https://lib.jucs.org/article/22639/download/pdf/

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