5 pentaho business analytics evolves - pentahoworld … · pentaho business analytics evolves ......
TRANSCRIPT
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PentahoBusinessAnalyticsEvolvesPedroAlvesPentaho SVPCommunity&ProductDesigner,HitachiVantara
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Agenda
• PentahoVision
• HighLevelRoadmap
• PentahoAnalytics– Yesterday
• Today:TheBeginningofaJourney
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PentahoVision
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Aproductvisionmustbeacombinationof3elements
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Whatthemarket
wantsWhat
wehave
Whatwewant
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Topdownapproach:Striveforsomethingtheusersdesire
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Usabilityfirst
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Wewon’timprovetheproductusabilityifwethinkabouttechnology
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Wehavetothinkdifferently
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SoinsteadofthinkingaboutDatasources,APIs,ETL,Models,Dashboards,Architecture…
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Letsthinkaboutwhattheuserswant
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Theywantinformation
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PentahoVision– Makingitsimple
PentahoProprietaryandConfidential
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PentahoProprietaryandConfidential
PentahoVision:Thestoryofaninsight
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PentahoProprietaryandConfidential
DataPreparation
NomoreseparationbetweenDIandAnalytics
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PentahoProprietaryandConfidential
DataPreparation
Analyticsmustbeavailableanywhere
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PentahoProprietaryandConfidential
DataPreparation
Andcollaborationisfundamental
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PentahoProprietaryandConfidential
Collaboration
Thisinsightthencomestolife
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PentahoProprietaryandConfidential
Sharingandconsumption
Alibraryofinsights,Inagoverned,scalableandcollaborativeuniverse
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PentahoProprietaryandConfidential
Differentoutputs
DETSelfExplore
Visualizations
Report
SelfServiceDashboard
CToolsDashboard
Andconsumedanywayneeded
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Howareweexecutingonthisvision?
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High-levelRoadmap
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PentahoProprietaryandConfidential
Message:ASingleFlowwithAnalyticsAnywhere
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Big Data Processing
Data Explorer
Visual Data Prep
Streamlined Modeling
Data Science Extensions
Visual Data Experience
Spark Engine
Adaptive Execution
Streaming
Machine Learning
(Big) Data Processing
Pentaho Scale-Out
Cloud Deployment
Lumada Integrated
Enterprise Platform
FromVisiontoRoadmap
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Big Data ProcessingData Explorer
Visual Data Prep
Streamlined Modeling
Data Science Extensions
Visual Data Experience
PentahoProprietaryandConfidential
VisualDataExperience
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PentahoProprietaryandConfidential
Spark Engine
Adaptive Execution
Streaming
Machine Learning
(Big) Data Processing
(Big)DataProcessing
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PentahoProprietaryandConfidential
Pentaho Scale-Out
Cloud Deployment
Lumada Integrated
Enterprise Platform
EnterprisePlatform
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PentahoAnalytics:Yesterday
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AnalyticshavealwaysbeenrelegatedtothePentahoServer
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Onatoolbasedapproach
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Thatwechoseinthefirstplace
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Big Data ProcessingAnalyzer Interactive
ReportingPentaho
Dashboards
PentahoProprietaryandConfidential
CToolsDashboards
PentahoServerAnalyticsTools
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Withdifferentandsometimesoverlappingcapabilities
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Big Data Processing
Ad-hoc Pivot View
Visualizations
Inline Modelling
Several functions
Ad-hoc Row Level analysis
Metadata Based
Report generation
Interactive Reporting
Self Service
Template based
Limited set of components
Easy to use
Pentaho Dashboards
PentahoProprietaryandConfidential
Pre-canned Dashboard
Embedded capabilities
Allows the Art of the possible
Not easy to use
CToolsDashboards
Analyzer
PentahoServerAnalyticsTools
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Today:TheBeginningofaJourney
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Inordertofixusability,wehadtotakeastepback
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Thefirstaskcan’tbe:Whattooldoyouwanttouse?
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AnalyzerisbasedontheMondrianengine
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Visualizationsweretiedtoitandnotreusable
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InteractiveReportingisbasedonthePentahoMetadataengine
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Bothrequireseparatemodellingexercises
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Anddon’tsharecommonfunctionality
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Don’tgetmewrong…
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Theyarebothexcellenttoolsfortheusecasestheywerecreatedfor!
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Butwepaythepriceformaintainingtwodifferentapplications
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Anduserspaythepriceforthelackofcoherency
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Wewanttofixit
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Wewanttofixit.
Andwewill!
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Sowe’reaimingfor2objectives:
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1.Aunifiedandcoherent waytoexploredata
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2.Thatcanbeusedanywhere inthecycle
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InternalProjectCodename:DET
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Weenvisionedatoolthatabstractedallthoseconcepts
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Andcould,intime,providethefeatureseachexistingtoolprovides
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Andbetheplacetoaddnewcapabilities
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Suchtoolwouldn’tbebuiltfromscratch…
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Instead,wouldleverageexistingtechnology
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Buthidingitfromtheenduser
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Theydon’tcareaboutmodels,engines,anyofthatcrap…
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Now…
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Someofyoumaynotknow…
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Butafirstversionofthistoolalreadyexistssince7.0
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Ifyouhaven’tseenit,you’relookinginthewrongplace
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It’snothere…
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It’shere
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We’rebuildingsomethingthatallowsuserstoexploreanydata
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Nomatterwhereitcomesfrom
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Andgivingthemthefreedomtolookatitanywaytheychoosefrom
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Atarowlevel…
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AsaPivottable
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Oranyothervisualization
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Since7.0,we’vebeenworkingonseveralthreads:
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Increasedfunctionality
Drilldown
Filters
Actions(Keeponly/Exclude/etc)
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ExtensibilityandcoherencyViz Api 3.0
SupportforAnalyzerandCTools
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PerformanceimprovementsReducingstart-uptime
Optimizingresources
Handlingmoredata
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Andgoingforwardwe’llkeepworkingonmanymore
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Morefunctionality
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Inlinemodelingcapabilities
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Profilingcapabilities
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Supportforbiggerandmorecomplexdatasets
Butthinkingaboutthisdifferently….
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Write-backcapabilities(Wrangling)Thereal PDIthinclientstrategy,awysiwyg ETLlayer
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Abilitytopluginyourowndata
Alwaysinagovernedway
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Availableeverywhere:PDI,PentahoServer…
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Orembeddedinyourownapplication
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PentahoAnalytics:Tomorrow
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Goingbacktotheoriginalvision
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Wewanttoremovethefocusfromthetool
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Andputthefocusontheinformation
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Theinsightswegetfromthem
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Andleteverythingelsefollow…Visualizations
Selfservice”dashboards”
Printedreports
CustomDashboards
Blendingontheglass
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Allowingustoimplementtheoriginalvision
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PentahoProprietaryandConfidential
DETSelfExplore
Visualizations
Report
SelfServiceDashboard
CToolsDashboard
PentahoAnalytics
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