MONITORING AND PREDICTING LINUX SERVER PERFORMANCE WITH LINEAR REGRESSION




Abstract:
This paper presents an approach to develop smart monitoring system for Linux server based on linear regression. Technologies used to develop our system, i.e. create usable monitoring dashboards, are Telegraf, Prometheus and Grafana. In this paper we have focused on using prediction of the linearly dependent variables such as server load, disk space and similar system variables that change throughout time.

CITATION:

IEEE format

P. Barca, B. Vujanić, N. Maček, “Monitoring and Predicting Linux Server Performance With Linear Regression,” in Sinteza 2018 International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2018, pp. 68-73. doi:10.15308/Sinteza-2018-68-73

APA format

Barca, P., Vujanić, B., Maček, N. (2018). Monitoring and Predicting Linux Server Performance With Linear Regression. Paper presented at Sinteza 2018 International Scientific Conference on Information Technology and Data Related Research. doi:10.15308/Sinteza-2018-68-73

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