Bc. Stanislav Chren

Master's thesis

Methods for software failure-data collection and prediction

Methods for software failure-data collection and prediction
Abstract:
Táto diplomová práca sa venuje jednému z dôležitých problémov v oblasti analýzy spolahlivosti softwaru. V teoretickej časti skúma metódy pre zber chybových dát a pre odhad chybových parametrov modelov, ktoré zohľadňujú architektúru systému. Venuje sa možným zdrojom dát a vyhodoncuje výhody a obmedzenia skúmaných metód. V praktickej časti sa overuje skutočná použiteľnosť jednotlivých metód na analýze …more
Abstract:
This diploma thesis addresses one of the important challenges in software reliability analysis. In theoretical part, the thesis surveys methods for collection of failure data and estimation of failure parameters that are utilised by architecture-based reliability models. It investigates possible data sources and analyses the advantages and limitations of the individual methods. In practical part, the …more
 

Keywords

software reliability software reliability growth model data collection parameter estimation probability of failure failure rate fault injection code coverage software metrics bug report
 
Language used: English
Date on which the thesis was submitted / produced: 26. 5. 2014
Identifier: https://is.muni.cz/th/j5pe4/

Thesis defence

  • Date of defence: 27. 6. 2014
  • Supervisor: doc. Ing. RNDr. Barbora Bühnová, Ph.D.
  • Reader: RNDr. Radek Ošlejšek, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Informatics / Information Systems

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