Software Analytics Achievements and Challenges软件分析：成就与挑战

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1、SoftwareAnalytics:AchievementsandChallengesDongmeiZhangPrincipalResearcher/ResearchManagerSoftwareAnalyticsGroupMicrosoftResearchNovember22,2014Outline•OverviewofSoftwareAnalytics•Selectedprojects•ExperiencesharingonSoftwareAnalyticsinpracticeTheCCFAdvancedDisciplinesLectures2NewEra…

2、Softwareitselfischanging...SoftwareServicesTheCCFAdvancedDisciplinesLectures3Howpeopleusesoftwareischanging…SocialIndividualIsolatedCollaborativeNotmuchcontentHugeamountofartifactsgenerationgeneratedanywhereanytimeTheCCFAdvancedDisciplinesLectures4Howsoftwareisbuilt&operatedischangin

3、g…CodecentricDatapervasiveIn-labtestingDebugginginthelargeExperience&gut-feelingInformeddecisionmakingCentralizeddevelopmentDistributeddevelopmentLongproductcycleContinuousrelease……TheCCFAdvancedDisciplinesLectures5SoftwareAnalyticsSoftwareanalyticsistoenablesoftwarepractitionerstope

4、rformdataexplorationandanalysisinordertoobtaininsightfulandactionableinformationfordata-driventasksaroundsoftwareandservices.TheCCFAdvancedDisciplinesLectures6SoftwareAnalyticsSoftwareanalyticsistoenablesoftwarepractitionerstoperformdataexplorationandanalysisinordertoobtaininsightful

5、andactionableinformationfordata-driventasksaroundsoftwareandservices.TheCCFAdvancedDisciplinesLectures7FivedimensionsResearchTargetOutputTopicsAudienceConnectiontoTechnologyPillarsPracticeTheCCFAdvancedDisciplinesLectures8Researchtopics•CoveringdifferentareasofSoftwareSoftwaresoftwar

6、edomainSystemUsers•ThroughoutentiredevelopmentcycleSoftware•EnablingpractitionerstoobtainDevelopmentProcessinsightsTheCCFAdvancedDisciplinesLectures9DatasourcesRuntimetracesUsagelogSourcecodeProgramlogsUsersurveysBughistorySystemeventsOnlineforumpostsCheck-inhistoryPerfcountersBlog&T

7、witterTestcases………TheCCFAdvancedDisciplinesLectures10Targetaudience–softwarepractitionersDesignerProgramManagerDeveloperManagementpersonnelSupportengineerTesterUsabilityengineerOperationengineerTheCCFAdvancedDisciplinesLectures11Output–insightfulinformation•Conveysmeaningfulanduseful

8、understandin