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Authors: Andreas S. Andreou and Constantinos Leonidou

Affiliation: University of Cyprus, Cyprus

ISBN: 972-8865-19-8

Keyword(s): software failure, reliability, nonparametric analysis, antipersistence

Related Ontology Subjects/Areas/Topics: Enterprise Information Systems ; Information Systems Analysis and Specification ; Software Engineering

Abstract: Software reliability is directly related to the number and time of occurrence of software failures. Thus, if we were able to reveal and characterize the behavior of the evolution of actual software failures over time then we could possibly build more accurate models for estimating and predicting software reliability. This paper focuses on the study of the nature of empirical software failure data via a nonparametric statistical framework. Six different time-series data expressing times between successive software failures were investigated and a random behavior was detected with evidences favoring a pink noise explanation.

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Paper citation in several formats:
S. Andreou A.; Leonidou C. and (2005). NONPARAMETRIC ANALYSIS OF SOFTWARE RELIABILITY Revealing the Nature of Software Failure Dataseries.In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 972-8865-19-8, pages 138-145. DOI: 10.5220/0002517601380145

@conference{iceis05,
author={Andreas {S. Andreou} and Constantinos Leonidou},
title={NONPARAMETRIC ANALYSIS OF SOFTWARE RELIABILITY Revealing the Nature of Software Failure Dataseries},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2005},
pages={138-145},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002517601380145},
isbn={972-8865-19-8},
}

TY - CONF

JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - NONPARAMETRIC ANALYSIS OF SOFTWARE RELIABILITY Revealing the Nature of Software Failure Dataseries
SN - 972-8865-19-8
AU - S. Andreou, A.
AU - Leonidou, C.
PY - 2005
SP - 138
EP - 145
DO - 10.5220/0002517601380145

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