A Survey of Software Reliability Modeling and Estimation

Abstract

With the ever-increasing role that software is playing in the weapon systems, a great need has arisen for tools that are useful in developing cost-effective software. An area of research has arisen over the last 10 years in providing a software manager quantitative statements about the reliability of the software. Using this quantitative measure, the manager can make a determination of when software testing should terminate and how to best utilize testing personnel. This report discusses the various approaches that have been advocated for reliability estimation. It reviews the various models that have been proposed for this estimation process, providing the model assumptions, the estimates of reliability, the precision of those estimates, and the data required for their implementation. A comparison is then made among some of these models based upon studies that have been done. General comments concerning software reliability implementation are discussed in the final section of the report.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1983
Accession Number
ADA154874

Entities

People

  • William H. Farr

Organizations

  • Naval Surface Warfare Center Dahlgren Division

Tags

Communities of Interest

  • C4I
  • Ground and Sea Platforms
  • Human Systems
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Application Software
  • Bayesian Networks
  • Computer Programming
  • Computer Programs
  • Computers
  • Debugging
  • Differential Equations
  • Operations Research
  • Probabilistic Models
  • Probability
  • Probability Distributions
  • Random Variables
  • Software Development
  • Software Metrics
  • Software Testing
  • Two Dimensional

Fields of Study

  • Computer science
  • Engineering

Readers

  • Software Engineering.
  • Statistical inference.
  • Systems Analysis and Design