tibco spotfire analytics investments · cloud foundry streaming analytics terr, pmml, streambase,...
TRANSCRIPT
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Smart Visual AnalyticsBe first to insight and first to action
Inline Data WranglingImmerse yourself in data to see what’s important
Analytics Apps at ScaleBuild and broadcast smart analytics
Streaming AnalyticsGain continuous algorithmic awareness and automation
TIBCO Spotfire Analytics Investments
© Copyright 2000-2016 TIBCO Software Inc.
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Analytic Apps at Scale & Streaming Analytics
© Copyright 2000-2016 TIBCO Software Inc.
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© Copyright 2000-2016 TIBCO Software Inc.
Spotfire, TERR, Streambase Update
• TIBCO Enterprise Runtime for R (TERR)
• Templates - Maps• Contour • Spatial data functions / templates
• Templates – Predictive Models• Decline, Probability
• Predictive & Prescriptive templates
• Clustering – Geology• Machine Learning – Completions, Valuation
• TIBCO StreamBase
• StreamBase Applications in Energy• Production, Drilling
• Intelligent Equipment Accelerator• Equipment Monitoring
• Oxy Update• Thresholds, notifications
• Product & Community• Product Direction
• Wiki, Exchange• Templates, Accelerators
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Spotfire data functions support any type of data as input and output parameters to and from TERR.
TERR data functions used for data prep, integration, predictive & prescriptive analytics, …
TERR data functions can output content metadata to Spotfire• formatting of fields • handling of binary data including
images and geospatial objects.
RowsColumnsValuesTables
MetadataBlobs
GeometriesImages
Spotfire TERRData
Function
Spotfire and R / TERR
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Spotfire and TERR local TERR on server
• Build models on data using local TERR engine embedded in Spotfire
• Build models on big data directly in TERR on server and display results in Spotfire
• Run TERR as parallel sessions on Hadoop cluster, controlled and visualized in Spotfire
Data Source TERR TSSS
Spotfire
Results
ODBCJDBCSDCFile
DataFunction
Larger Data
Modeling
Spotfire
LocalTERR
ODBCJDBCSDCFile
Data
Data Source
Both Spotfire and TERR can load data from any ODBC or JDBC compliant source or from Spotfire Data Connections (SDC) or Spotfire Information Links stored in the Spotfire library.
Spotfire and R / TERR
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What does TERR do in Spotfire?• Runs TERR Data Functions in Spotfire analyses• Powers the Predictive Modeling Tools• Powers the Forecast tool• Can be used directly in Expressions
TERR is embedded in Spotfire Analyst/Desktop• No other software required, no connection to server required
TERR and Spotfire
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© Copyright 2000-2016 TIBCO Software Inc.
Spotfire+TERR Update
Contour : Exchange Map : data functions Map : coordinates
Prob Plot/Decline : Exchange Cluster - geology Machine learning
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© Copyright 2000-2016 TIBCO Software Inc.
TIBCO Exchange : Contour Function
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Geospatial Functions
https://community.tibco.com
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Coordinate Transformations
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© Copyright 2000-2016 TIBCO Software Inc.
Decline Curve Template
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Clustering Template
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Random Forest Template
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• Production Forecasting• Decline Curve Analysis, Probability
• Completions Optimization
• Cluster Analysis
• Geospatial Smoothing
• Production Surveillance
• Predictive Maintenance
• Portfolio Optimization
Energy Analytics / Spotfire Templates
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© Copyright 2000-2016 TIBCO Software Inc.
Spotfire, TERR + Open Spirit
Data Connectors
TIBCO Integration - EMS, BW Open Spirit Data, Unit, Coordinate, Event, Metamodel, User, & Security Services
• OpenWorks• GeoFrame• Kingdom• Petra
• EPOS • ArcSDE• Studio
Corporate, Project, and Application Data Stores
• Finder• PPDM• Managed SEGY• Recall
G&G Apps / Ruths Spotfire ExtensionArc GIS DesktopSpotfire
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TERR and Spotfire Resources
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Smart Visual AnalyticsBe first to insight and first to action
Inline Data WranglingImmerse yourself in data to see what’s important
Analytics Apps at ScaleBuild and broadcast smart analytics
Streaming AnalyticsGain continuous algorithmic awareness and automation
TIBCO Spotfire Analytics Investments
© Copyright 2000-2016 TIBCO Software Inc.
![Page 18: TIBCO Spotfire Analytics Investments · Cloud Foundry Streaming Analytics TERR, PMML, StreamBase, BusinessEvents Spotfire Analytics ... Roadmap • Community up votes desirable functionalities](https://reader034.vdocuments.net/reader034/viewer/2022050519/5fa311317e3f8b108e6f65bc/html5/thumbnails/18.jpg)
Business Strategy
Analytics designed by data scientists
SpotfireConnection
Data Infrastructure Automated
Action
Continuous Visualization
Streaming Analytics : Introducing Streambase
© Copyright 2000-2016 TIBCO Software Inc.
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Analytics designed by data scientists
Streambase
© Copyright 2000-2016 TIBCO Software Inc.
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Publish and Expose Clean Data to Whole Organization
Continuously Publish Summary Statistics
for Analysis
Output to BPM Systems, Web
Services, Databases, and anywhere else!
Publish Raw Events to another StreamBase Workflow or other
Applications
Load Reference Data to be used in
Rules/Alerts, Cleaning, or
Anywhere else Continuously Build Features and Publish
Streambase for Equipment Monitoring
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© Copyright 2000-2016 TIBCO Software Inc.
Streambase Updates: New Nodes
WITSML
OSI PI
JPMML
TERR, H2O
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TIBCO Insight Platform Architecture Overview
Integration
ALERTS
Mobile
Weather
Busi
ness
Wor
ks, E
MS,
TIB
CO
Mas
hery
, eFT
L
Case Management
TIBCO BPM
OSI PI
Engineering Documents
Financial
WITSML
In Memory Data Grid
Open Spirit
MDM
Cloud Foundry
Streaming Analytics
TERR, PMML, StreamBase, BusinessEvents
Spotfire Analytics
TIBCO Spotfire
© Copyright 2000-2016 TIBCO Software Inc.
Digital Operations
TIBCO LiveView
TIBCO Live Datamart
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Demonstration
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Streambase Event Flow
LiveView Dashboard
Email Notify Root Cause Analysis
Spotfire Analysis
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Streambase in Drilling
Measurement while drilling (MWD) • Real time data on direction
• Tilt and Positioning of drill bit in well bore
• Temperature• Vibration, Torque
• Pressure, Mud Flow
Rig State Detection• Bit moving up or down, oscillating or rotating ?
• On bottom, near bottom, off bottom ?
• Block stationary? Mud circulating ?
Sensors on accelerometers and magnetometers
Data transmitted using mud pulse or electro-magnetic telemetry
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Streambase and Real-Time Drilling Analytics
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© Copyright 2000-2016 TIBCO Software Inc.
Give Your Feedback for Spotfire Improvements
• Influence Spotfire Roadmap
• Community up votes desirable functionalities
spotfire.ideas.aha.io
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Enjoy Using Spotfire? Tell Gartner Peer Insights!
• Free product reviews
• Remain anonymous
• Takes 20 minutes
• Open to public, not
just for Gartner
clients
tibco.com/spotfire-review
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TIBCO Community Wiki
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https://community.tibco.com/exchange
https://community.tibco.com
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Thank you!
MichaelO’Connell,[email protected]@MichOConnellhttp://about.me/moconnell+1-919-7401560
Contact – Follow me on Twitter
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