tibco augmented intelligence - analytics, iot, big data, streaming 20161025

Nicola Sandoli Analytics Sales south EMEA

[email protected]

Analytics, Big Data, Real Time Event Processing

mailto:[email protected]

People & Processes

Data & Systems

APIs

Reporting & Dashboards

Data Visualizations

Streaming Analytics

© Copyright 2000-2016 TIBCO Software Inc.

Integration

APIs

Analytics

Streams&

Events

CORE

EDGE

Partners

Cloud

Big Data

Spotfire Introduction

Analytics

Batch Analysis Real Time Analysis

TIBCO is the only analytics platform that provides business value across this Analytics Spectrum

DESCRIPTIVE ANALYTICS

Data Discovery Dashboards Prediction Optimization

Analytics Maturity

PREDICTIVE ANALYTICS

Analytics Spectrum – Insight to Action

PRESCRIPTIVE ANALYTICS

Alert Automation


Visual Analytics

Predictive AnalyticsEnable all types of users

Data Scientist • Create Models with R scripting using embedded TERR • Create Advanced Analytic scripts (in R, SAS, MATLAB, etc.) to share

in applications, making their work more widely accessible Analyst/Application Author • Apply Advanced Analytics with Spotfire tools • Leverage Advanced Analytics scripts (in R, SAS, MATLAB, etc.) to

enhance their analysis with deeper insights • Build applications for wider audience: encapsulate best practices for

visual advanced analysis Business User • Use relevant, targeted dashboard with embedded advanced

analytics • Apply their business knowledge, armed with the power of advanced

analytics

Predictive Analytics - Enable all types of users

• Fast creation of location-aware analytic applications

• Use multi-layered analysis to understand geographic correlations in data and expand understanding

• TIBCO owns the complete rendering engine for maps in Spotfire, we can fully interact with this from our statistical engine, TERR

• All rendering is controlled by the user, and is dynamically controlled with parameters from the Spotfire client

Geo Analytics - Enable all types of users


Spotfire Architecture

Spotfire Platform Overview

Spotfire Consumer & Business Author

Spotfire Analyst

Statistics Services

Spotfire iPad/iPhone

Spotfire Desktop

Spotfire Server

Web Server Automation Services

MDDB

LDAP • User 1 • User 2 • User 3

Clie

nts

Serv

erD

ata

Cube

Geo Services

Event Analytics

Maps Data Streams

Managers, Consumers, Executives

Analysts, Configurators

Citizen Analysts, Occasional Users



How does Spotfire Consume Data?

DATA

SOU

RC

ES

XMLRDBMSFlatFiles CubesSpread-

sheetsHadoop & Big Data

stores

AnalyticalDWs e.g.Exadata

Event Data Streams

ActiveSpaces

In-Memory Load data from source in to memory

In-Database Leave data in DB Dynamically load and discard data to visualize

On-Demand Dynamically swap data in and out of memory

Spotfire and TERR

Analytics for Big Data

Spotfire Big Data Interoperability

1. MapReduce, Spark and H2O support distributed computing in Hadoop. Fuzzy Logix supports Teradata, Aster and Netezza 2. TERR can be deployed as the advanced analytics engine in Hadoop nodes driven by MapReduce or Spark. TERR can also be

called on Teradata nodes.



Spotfire-TERR Data Flows

• 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

ODBC JDBC SDC File

DataFunction

Larger Data

Modeling

Spotfire

Local TERRODBC

JDBC SDC File

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 + Streambase

Analytics + Real Time Event Processing

Insight to Action – Analytics + Real Time Event Processing

• UNDERSTAND: Normal patterns of effective manufacturing processes analyzed

• CORRELATE: Real-time factory behavior compared to the model

• ACT: Shut down equipment, schedule additional measurements

Event Processing

Correlate

Automate

Aggregate

Alert

INSIGHT ACTION


TIBCO StreamBase

Event Processing

Correlate

Automate

Aggregate

Alert

ACT: Shut down equipment, schedule additional

measurements,

CORRELATE: Real-time factory behavior compared to the model

UNDERSTAND: Normal patterns of effective manufacturing processes

analyzed


TIBCO StreamBase in Event Analytics


1. Rules / models pushed from Spotfire

2. Data Streams into StreamBase3. Spotfire RCA on trigger Other notifications available Live view on streaming data

Spotfire Automation Job File

Spotfire + Streambase


• Hospital Readmissions • Customer Next Best Offer

• Cross-Sell management • Up-Sell management • Offer Design

• Customer Churn

• Fraud • Trading Surveillance

• Industrial IoT

• Yield Optimization

• Operational Equipment Efficiency

• Manufacturing Quality

• Warranty

• Reliability

• Supply Chain Management

• Factory Operations

• IT Systems Monitoring

Tibco Community

https://community.tibco.com/wiki/tibco-spotfirer-community-wiki



Nicola Sandoli Analytics Sales south EMEA

[email protected]

Analytics, IoT, Big Data, Streaming

mailto:[email protected]

tibco augmented intelligence - analytics, iot, big data, streaming 20161025

Technology