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Bc. Radoslav Mičko

Master's thesis

Software Reliability Growth Models for Open Source Software

Software Reliability Growth Models for Open Source Software
Abstract:
Cieľom tejto diplomovej práce je analyzovať použiteľnosť rastových modelov spoľahlivosti (SRGMs) a ich aplikovateľnosť na open-source projekty z Githubu. Na základe rôznych kritérií sme vybrali osemdesiatosem populárnych projektov. Dáta o chybách sú modelované deviatimi SRGMs - Goel-Okumoto, Goel-Okumoto S-Shaped, Hossain-Dahiya, Musa-Okumoto, Duane, Weibull, Yamada Exponential, Yamada Raleigh a Log …more
Abstract:
The goal of the thesis is to analyze the usability of software reliability growth models (SRGMs) and their applicability on open-source software projects from Github. We selected eighty-eight popular projects based on a variety of criteria. The failure data are modeled by nine SRGMs – Goel-Okumoto, Goel-Okumoto S-Shaped, Hossain-Dahiya, Musa-Okumoto, Duane, Weibull, Yamada Exponential, Yamada Raleigh …more
 

Keywords

STRAIT software reliability software reliability growth models Github open-source data collection parameter estimation
 
Language used: English
Date on which the thesis was submitted / produced: 14. 12. 2021
Identifier: https://is.muni.cz/th/n1cim/

Thesis defence

  • Date of defence: 31. 1. 2022
  • Supervisor: PhD Bruno Rossi
  • Reader: RNDr. Martin Macák

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