Make your data talk Alois Reitbauer, Dynatrace @aloisreitbauer
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Makeyourdatatalk
AloisReitbauer,Dynatrace@aloisreitbauer
Abriefintroductiontowhatwedo
Bigdatameansreallybigamountsofdata
...andthedataismessy
Problemstendtobecomecomplex
820Billiondependencies
NetworkProblem
Mushroomcloudeffect
Newparadigmsrequirenewapproachestoworkwithdata
Youbuildit,yourunit.
WernerVogels,CTOAmazon
Visualisations needstogetsimpler
Agraphicsaysmorethanthousandwords
Thetruthisofteninhowdatachangesovertime
Visualizedatadynamics
Weneedanswers,notjustdata
Semanticdatamodelsarerequired
Realworlddiscoveryofdataanddependencies
Weneedtoteachmachineswhattodowiththedata
Serviceslowdown
AutomatedAnalysisofProblems
Serviceslowdown
Dependentservicesslowdown
AutomatedAnalysisofProblems
Serviceslowdown
Dependentserviceslowdown
Usersareaffected
AutomatedAnalysisofProblems
Serviceslowdown
Dependentserviceslowdown
Usersareaffected
AnalyzeDependencies
AutomatedAnalysisofProblems
Serviceslowdown
Dependentserviceslowdown
Usersareaffected
AnalyzeDependencies
Excludenon-relevantservices
AutomatedAnalysisofProblems
Serviceslowdown
Dependentserviceslowdown
Usersareaffected
AnalyzeDependencies
Excludenon-relevantservices
Followcausalitychain
AutomatedAnalysisofProblems
Serviceslowdown
Dependentserviceslowdown
Usersareaffected
AnalyzeDependencies
Excludenon-relevantservices
Followcausalitychain
AutomatedAnalysisofProblems
Thisbecomesverypowerfulandsavesalotoftime
Goingbeyondtraditionaluserinterfaces
TheTuringtestisatestofamachine'sabilitytoexhibitintelligentbehaviorequivalentto,orindistinguishablefrom,thatofahuman.AlanTuringproposedthatahumanevaluatorwouldjudge naturallanguageconversationsbetweenahumanandamachinethatisdesignedtogenerate human-likeresponses.
Chatops – talkingtomonitoringtools
Chatops – talkingtomonitoringtools
Talktomachineslikeahuman
*Simple*botsarebasedonpatternmatching
AdvancedNLPfunctionalityneeded
Interactionsmustbebasedonknowledge
Proactivelyguideinteractionsintherightdirection
Demo
Related Documents
