Monitoring and Predicting Linux Server Performance With Linear Regression

Izdanje: Sinteza 2018 International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2018-68-73

Oblast: Internet and Cloud Computing

Stranice: 68-73

Apstrakt:
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.
Ključne reči: linear regression, prediction, monitoring, performance, Linux.
Priložene datoteke:
  • 68-73 ( veličina: 442,29 KB, broj pregleda: 511 )
Kategorije objave: Radovi na konferenciji Sinteza 2018, Beograd, Srbija Radovi sa konferencija

Preuzimanje citata:

BibTeX format 
@article{article,
  author  = {P. Barca, B. Vujanić and N. Maček}, 
  title   = {Monitoring and Predicting Linux Server Performance With Linear Regression},
  journal = {Sinteza 2018 International Scientific Conference on Information Technology and Data Related Research},
  year    = 2018,
  pages   = {68-73},
  doi     = {10.15308/Sinteza-2018-68-73}
}
RefWorks Tagged format 
RT Conference Proceedings
A1 Pavel Barca
A1 Bojan Vujanić
A1 Nemanja Maček
T1 Monitoring and Predicting Linux Server Performance With Linear Regression
AD Univerzitet Singidunum, Beograd, Beograd, Srbija
YR 2018
NO doi: 10.15308/Sinteza-2018-68-73
Unapred formatirani prikaz citata
P. Barca, B. Vujanić and N. Maček, Monitoring and Predicting Linux Server Performance With Linear Regression, Univerzitet Singidunum, Beograd, 2018, doi:10.15308/Sinteza-2018-68-73