make your data talk

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

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AutomatedAnalysisofProblems

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Dependentservicesslowdown


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Dependentserviceslowdown

Usersareaffected


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Usersareaffected

AnalyzeDependencies


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Usersareaffected

AnalyzeDependencies

Excludenon-relevantservices


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Usersareaffected

AnalyzeDependencies

Excludenon-relevantservices

Followcausalitychain


Thisbecomesverypowerfulandsavesalotoftime

Goingbeyondtraditionaluserinterfaces

TheTuringtestisatestofamachine'sabilitytoexhibitintelligentbehaviorequivalentto,orindistinguishablefrom,thatofahuman.AlanTuringproposedthatahumanevaluatorwouldjudge naturallanguageconversationsbetweenahumanandamachinethatisdesignedtogenerate human-likeresponses.

Chatops – talkingtomonitoringtools

Talktomachineslikeahuman

*Simple*botsarebasedonpatternmatching

AdvancedNLPfunctionalityneeded

Interactionsmustbebasedonknowledge

Proactivelyguideinteractionsintherightdirection

Thankyou!

AloisReitbauer,[email protected]@aloisreitbauer

make your data talk

Technology