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Time Series Analyzer: Software for analysis of performance time series

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JIRSÍK, Tomáš, Štěpán TRČKA and Pavol ZAŤKO. Time Series Analyzer: Software for analysis of performance time series. 2018.
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Basic information
Original name Time Series Analyzer: Software for analysis of performance time series
Name in Czech Time Series Analyzer: Software pro analýzu časových řad výkonnostních metrik
Authors JIRSÍK, Tomáš, Štěpán TRČKA and Pavol ZAŤKO.
Edition 2018.
Other information
Original language English
Type of outcome Software
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL
Organization Ústav výpočetní techniky - Repository
Keywords (in Czech) analýza časových řad; výkon; predikce
Keywords in English time series analysis; performance; forecasting
Technical parameters Kontaktní osoba: Mgr. Tomáš Jirsík Ústav výpočetní techniky, Masarykova Univerzita Botanická 68a, Brno 602 00 e-mail: jirsik@ics.muni.cz tel:+420 549 494 271
Links TH02010185, research and development project.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 26. 4. 2019 00:56.
Abstract
Time Series Analyzer is a customized tool for high-speed analysis of time series of network performance metrics. Being programmed in C++, the tool is able to process over thousand of these time-series in parallel providing alerts and statistical characteristics of the time series to an ITOA operator. The tool is customized for following use-cases: trend prediction and baseline modeling. The trend prediction analyses data from a given time-window, identifies the trend in the time series, and predict the value of the trend for the predefined interval. The baseline analysis creates a model of the typical behavior of the given time series and reports the observation that does not fit the model. The created model is adaptive and learns over time. Time series analyzer is designed to be connected over a network to a messaging system that provides it with time series data and receives the computed statistics and alerts.
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33525 /1 Jakubík, D. 21. 3. 2019

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time-series-analyzer.tar.gz   File version 21. 3. 2019

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time-series-analyzer.tar.gz
Address within IS
https://repozitar.cz/auth/repo/33525/636316/
Address for the users outside IS
https://repozitar.cz/repo/33525/636316/
Address within Manager
https://repozitar.cz/auth/repo/33525/636316/?info
Address within Manager for the users outside IS
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Uploaded/Created
Thu 21. 3. 2019 00:57

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Right to read:
  • anyone on the Internet
Right to upload:
 
Right to administer:
  • a concrete person Mgr. Lucie Vařechová, uco 106253
  • a concrete person RNDr. Daniel Jakubík, uco 139797
  • a concrete person Mgr. Jolana Surýnková, uco 220973
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