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大小:3.66 MB
页数:63页
时间:2018-09-18
《Software Analytics Achievements and Challenges软件分析:成就与挑战》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库。
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
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