handbook of software reliability engineering

handbookofsoftwarereliabilityengineering

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HandbookofSoftwareReliabilityEngineering
MichaelR.LyuEditorinChief

Part1TechnicalFoundations

Chapter1.Introduction3
1.1TheNeedforReliableSoftware3
1.2SoftwareReliabilityEngineeringConcepts5
1.3BookOverview8
1.4BasicDefinitions12
1.5TechnicalAreasRelatedtotheBook19
1.5.1FaultPrevention19
1.5.2FaultRemoval20
1.5.3FaultTolerance20
1.5.4Fault/FailureForecasting21
1.5.5ScopeofThisHandbook21
1.6Summary22
Problems22

Chapter2.SoftwareReliabilityandSystemReliability27
2.1Introduction27kekaoxing.com
2.2TheDependabilityConcept28
2.2.1BasicDefinitions28
2.2.2OntheImpairmentstoDependability28
2.2.3OntheAttributesofDependability32
2.2.4OntheMeansforDependability33
2.3FailureBehaviorofanX-wareSystem35
2.3.1AtomicSystems35
2.3.2SystemsMadeUpofComponents41
2.4FailureBehaviorofanX-wareSystemwithServiceRestoration49
2.4.1CharacterizationofSystemBehavior50
2.4.2MaintenancePolicies51
2.4.3ReliabilityModeling
2.4.4AvailabilityModeling
2.5SituationwithRespecttotheStateoftheArtinReliabilityEvaluation
2.6SummaryProblems

Chapter3.SoftwareReliabilityModelingSurvey
3.1Introduction
3.2HistoricalPerspectiveandImplementation
3.2.1HistoricalBackground
3.2.2ModelClassificationScheme
3.2.3ModelLimitationsandImplementationIssues
3.3ExponentialFailureTimeClassofModels
3.3.1Jelinski-MorandaDe-eutrophicationModel
3.3.2NonhomogeneousPoissonProcess(NHPP)Model
3.3.3Schneidewind’sModel
3.3.4Musa’sBasicExecutionTimeModel
3.3.5HyperexponentialModel
3.3.6Others
3.4WeibullandGammaFailureTimeClassofModels
3.4.1WeibullModel
3.4.2S-ShapedReliabilityGrowthModel
3.5InfiniteFailureCategoryModels
3.5.1Duane’sModel
3.5.2GeometricModel
3.5.3Musa-OkumotoLogarithmicPoisson
3.6BayesianModels
3.6.1Littlewood-VerrallReliabilityGrowthModel
3.6.2OtherBayesianModels
3.7ModelRelationships
3.7.1GeneralizedExponentialModelClass
3.7.2ExponentialOrderStatisticModelClass
3.8SoftwareReliabilityPredictioninEarlyPhasesoftheLifeCycle
3.8.1Phase-BasedModel
3.8.2PredictingSoftwareDefectsfromAdaDesigns
3.8.3RomeLaboratoryWork
3.9SummaryProblems

Chapter4.TechniquesforPredictionAnalysisandRecalibration
4.1Introduction
4.2ExamplesofModelDisagreementandInaccuracy
4.2.1SimpleShort-TermPredictions
4.2.2Longer-TermPredictions
4.2.3ModelAccuracyVariesfromDataSourcetoDataSource
4.2.4WhyWeCannotSelecttheBestModelaPriori
4.2.5Discussion:APossibleWayForward
4.3MethodsofAnalyzingPredictiveAccuracy
4.3.1BasicIdeas:RecursiveComparisonofPredictionswithEventualOutcomes

Chapter5.TheOperationalProfile

Part2PracticesandExperiences
Chapter6.BestCurrentPracticeofSRE219
Chapter7.SoftwareReliabilityMeasurementExperience255
Chapter8.Measurement-BasedAnalysisofSoftwareReliability303
Chapter9.OrthogonalDefectClassification359
Chapter10.TrendAnalysis
Chapter11.FieldDataAnalysis

Part3EmergingTechniques
Chapter12.SoftwareMetricsforReliabilityAssessment493
Chapter13.SoftwareTestingandReliabilitykekaoxing.com
Chapter14.Fault-TolerantSoftwareReliabilityEngineering
Chapter15.SoftwareSystemAnalysisUsingFaultTrees615
Chapter16.SoftwareReliabilitySimulation661
Chapter17.NeuralNetworksforSoftwareReliabilityEngineering