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ProFiDo - The Processes Fitting Toolkit Dortmund

Falko Bause, Peter Buchholz, Jan Kriege

Proc. of the 7th International Conference on Quantitative Evaluation of SysTems (QEST 2010), IEEE Computer Society, 2010.

 

Abstract

This paper describes the Java-based toolkit ProFiDo which integrates several tools for fitting input models. Currently supported are command line tools for fitting probability distributions, ARIMA processes and Markovian arrival processes. The toolkit provides a graphical user interface which allows for the specification of workflows that describe the different steps of data preprocessing, parameter fitting and result visualization. The basis for the interoperability of the different tools is an XML based interchange format for the specification of various types of processes. An XML based configuration file supports the extension of the toolkit by integrating additional fitting methods or analysis approaches.

 

Keywords
Extendable Toolkit for fitting input models, Phase-type Distributions, Markovian Arrival Processes, ARIMA models

 

BibTeX
@InProceedings{BBK10, 
	 author = {Falko Bause and Peter Buchholz and Jan Kriege}, 
	 title = {{ProFiDo - The Processes Fitting Toolkit Dortmund}}, 
	 booktitle = {Proc. of the 7th International Conference on Quantitative  
		 Evaluation of SysTems (QEST 2010)}, 
	 year = {2010}, 
	 isbn = {978-1-4244-8082-1 }, 
	 url = {http://doi.ieeecomputersociety.org/10.1109/QEST.2010.20}, 
	 doi = {10.1109/QEST.2010.20}, 
	 pages = {87-96}, 
	 publisher = {IEEE Computer Society} 
 }

 

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