tibco spotfire analytics investments

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.

Analytic Apps at Scale & Streaming Analytics



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

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


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


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



Spotfire+TERR Update

Contour : Exchange Map : data functions Map : coordinates

Prob Plot/Decline : Exchange Cluster - geology Machine learning


TIBCO Exchange : Contour Function


Geospatial Functions

https://community.tibco.com


Coordinate Transformations


Decline Curve Template


Clustering Template


Random Forest Template

• Production Forecasting• Decline Curve Analysis, Probability

• Completions Optimization

• Cluster Analysis

• Geospatial Smoothing

• Production Surveillance

• Predictive Maintenance

• Portfolio Optimization

Energy Analytics / Spotfire Templates



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

TERR and Spotfire Resources

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


Business Strategy

Analytics designed by data scientists

SpotfireConnection

Data Infrastructure Automated

Action

Continuous Visualization

Streaming Analytics : Introducing Streambase


Analytics designed by data scientists

Streambase


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



Streambase Updates: New Nodes

WITSML

OSI PI

JPMML

TERR, H2O

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


Digital Operations

TIBCO LiveView

TIBCO Live Datamart

Demonstration


Streambase Event Flow

LiveView Dashboard

Email Notify Root Cause Analysis

Spotfire Analysis

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

© Copyright 2000-2016 TIBCO Software Inc. © Copyright 2000-2016 TIBCO Software Inc.


Streambase and Real-Time Drilling Analytics


Give Your Feedback for Spotfire Improvements

• Influence Spotfire Roadmap

• Community up votes desirable functionalities

spotfire.ideas.aha.io


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

TIBCO Community Wiki


https://community.tibco.com/exchange

https://community.tibco.com

Thank you!

MichaelO’Connell,[email protected]@MichOConnellhttp://about.me/moconnell+1-919-7401560

Contact – Follow me on Twitter
