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This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Streaming Analytics
Lou Bajuk-Yorgan
Sr. Director, Product Management,
Streaming and Advanced Analytics
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
DISCLAIMERDuring the course of this presentation, TIBCO or its representatives may make forward-looking statements regarding future events,
TIBCO’s future results or our future financial performance. Although we believe that the expectations reflected in the forward-looking
statements contained in this presentation are reasonable, these expectations or any of the forward-looking statements could prove to
be incorrect and actual results or financial performance could differ materially from those stated herein.
TIBCO could experience factors that could cause actual results or financial performance to differ materially from those contained in
any forward-looking statement made in connection with this presentation. TIBCO does not undertake to update any forward-looking
statements that may be made from time to time or on its behalf.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing,
release and availability dates for TIBCO products and services. This document is provided for informational purposes only and its
contents are subject to change without notice. TIBCO makes no warranties, express or implied, in or relating to this document or any
information in it, including, without limitation, that the information is error-free or meets any conditions of merchantability or fitness for a
particular purpose. This document may not be reproduced or transmitted in any form or by any means without our prior written
permission.
The material provided is for informational purposes only, and should not be relied on in making a purchasing decision. The
information is not a commitment, promise or legal obligation to deliver any material, code, or functionality. The development, release,
and timing of any features or functionality described for our products remains at our sole discretion.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
People &
Processes
Data &
Systems
APIs
Visual
Analytics
Streaming
Analytics
Predictive
Analytics
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
AUGMENT INTELLIGENCE
Visual
Analytics
Streaming
Analytics
Predictive
AnalyticsModel business and system behavior
using data big and small
Deliver recommendation driven insight
to business and operations
Sense and take action in the right moment to
improve business outcomes
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Traditional Data Processing
• Data is collected from a variety of sources, and placed in a persistent store.– Relational database.
– NoSQL store.
– Hadoop environment.
• Analytical processes are executed against the stored data to detect opportunities or threats.
• Actions are identified, delivered, and executed across various business channels.
Store
Analyze
Act
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Traditional Data Processing: Challenges
Store
Analyze
Act
• Introduces too much “decision latency” into the business.
• Responses are delivered “after-the-fact”.
• Maximum value of the identified situation is lost.
– Cross-sell / up-sell opportunities are lost, impending equipment failure is missed, business processes are slow to respond and lack timely context.
• Decisions are made on old and stale data.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Event Value Decreases Over TimeV
alu
e
Time
• Events are often most valuable “close to” the point of collection.
• As time passes, events tend to lose their value.• The ability to proactively
identify “threats” or “opportunities” will typically decrease.
• Real-time capability is needed to maximize event value.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Streaming Analytics
• Events are analyzed and processed in real-time as they are generated.
• At the edge and in the data center.
• Decisions are timely, contextual, and based on fresh data.
• Decision latency is eliminated, resulting in:
Superior Customer Experience
Operational Excellence
Instant Awareness and Timely Decisions
Act &
Monitor
Analyze
Store
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
BATCH ANALYSIS REAL-TIME ANALYSIS
PROCESS ZONE STRATEGIC TACTICAL OPERATIONS EXECUTION
TIME INCREMENTQuarters/
Years
Months/
Quarters
Hours/
Days/Weeks
Seconds/
Minutes
Evolution of Analytics
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Evolution of Predictive Analytics
Insight Discovery• TIBCO Spotfire
• R, TERR®, Python
• H2O, Matlab, SAS, KNIME
Insight Execution• PFA, PMML
• POJOs
• Proprietary formats (SAS, TIBCO, ...)
Insight Execution Services• Microservice with containers
• Devops / Data Science handshake
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Evolution of Streaming Analytics
Complex Event
Processing
~ 2000 - 2010
FSI, Transportation
and Logistics, Retail,
Airlines, Telco,
Manufacturing
Event
Processing
~ 2011 - 2014
Big Data as DW,
open source as
toolkit.
Clickstream, Social.
Convergence of Streaming and
Analytics
~ 2017+
IoT, Insight
Platform
Streaming
Analytics
~ 2015+
Big Data & open
source as platform,
IoT, Cloud, Self-
Service, Sensor,
Telemetry, ML & AI,
revisit old use cases.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Insight Action
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Insight Action
MONITOR
PREDICT
ACT
DECIDE
MODEL
ACCESS
ANALYZE
WRANGLE
TIBCO Insight Platform
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Streaming Analytics Overview
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Streaming Analytics Summary
TIBCO® Live Datamart Accelerators: Enable common use cases
▪ BusinessEvents: Rules, Caching, Entity relationships and state
▪ StreamBase: Visual IDE, Streaming Analytics, 150+ Connectivity points, Cloud Enabled
▪ Unified Suite▪ Predictive analytics
Real-time datamart, continuous query and aggregation
LiveView Web: Modern web client, real-time graphics, alerts, actions
Leverages SB runtime and 150+ Streaming Data Connectors
Enterprise, IOT, Spark Integration
Pre-packaged production-quality solution templates
Streaming Analytics focused, leverages Predictive Analytics
Extensible GUIs Extensible business logic Connectivity
$
TIBCO® BusinessEvents &
TIBCO® StreamBase
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO BusinessEvents
Build Event-Driven Apps with Ease and Speed
Developer Highlights• Integrated development environment• Graphic editors and model-driven environment• Non-linearity in the form of declarative rules
Business User Highlights• Defining and implementing rules and logic in a web browser• Decision tables and rule templates
Runtime Highlights• Multi-protocol channel support• Event-driven rule evaluation and execution• Stateful for reasoning across time and space• Multiple deployment topology options• Horizontal scalability• Memory management strategies• Data grid security• Cross Datacenter ReplicationTIBCO® BusinessEvents
Studio
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO StreamBase
Build Streaming Analytics Apps with Ease and Speed
Developer Highlights
• Eclipse-based IDE
• Visual programming language
• Integrating predictive models via TERR/R, PMML, H2O, SparkML
• Data connectivity with numerous integration points
Business User Highlights• Defining and implementing rules and logic in a web
browser
Runtime Highlights• Immense throughput at extremely low latencies• Big Data and IoT connectivity • Enterprise Ready – Distributed Shared Memory
provides High Availability, Fault Tolerance• Cloud Enabled
TIBCO® StreamBase Studio UI
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Live Datamart
Provide Insight and Instant Command and Control
Business User Highlights• On-the-fly action on detected opportunities and threats
• Interacting with live data: ad-hoc queries, alerts
• Live drill down with preferred visualizations
• Multiple client options: desktop, web, custom UIs
TIBCOTM LiveView Server Highlights• Ultra-fast, continuous querying • IoT ready: OSI PI, MQTT, …• Connectivity via sensors, GPS, and others
TIBCOTM LiveView Web
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Zero install, streaming ready
WebSockets-powered HTML5
Highcharts-powered visualizations
display your data as it changes
Real-time Visualizations
Fine-tune your experience by
authoring or downloading from the
community exchange JavaScript
extensions to TIBCO LiveView Web
JavaScript Plug-ins
TIBCO LiveView Web
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Solution Accelerators
Intelligent Equipment Accelerator
Accelerator for Apache SPARK
Connected Vehicle Accelerator
Learn Faster, Innovate Faster
FX Dealing Accelerator, Smart Inventory Accelerator, Energy Drilling, etc…
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
What we’ve been up to ... (in production today)
DevOpsAPIs, CI/CD
StreamBase®
TIBCO Business Events
High Availability
Artifact Management
(Rules)
Accelerators
Cloud DeploymentAWSTM, PCF,
Docker®
Predictive:TERR, PMML, H2O, SparkML
FlexibleData Grid
Deployments
CustomizationAPIs
Cross DataCenter
Replication
Ease of useWeb
Studio
Accelerators Visualizationsvia TIBCO LiveView
IOTIntegration
Docker
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Insight Action
MONITOR
PREDICT
ACT
DECIDE
MODEL
ACCESS
ANALYZE
WRANGLE
TIBCO Insight Platform
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Key Analytics Interoperability Points
Spotfire to TIBCO LiveView data connectorSelf-service snapshotsAlternative connection to big data persistence, as loaded from StreamBase
Streambase to Spotfire Automation Services operatorRemotely call Spotfire engineParameterized analytic tasksCreate event-driven content
TERR Engine &Statistics ServicesUnique, high performance engine for REmbedded in Spotfire® & StreamBase, TIBCO Business Events
TIBCO LiveViewdashboard mashupPlug streaming dashboards into analytic appsData driven alerts with actions
VisualAnalytics
PredictiveAnalytics
Persistence
Mart / Grid
VisualAnalytics
StreamingAnalytics
VisualAnalytics
StreamingAnalytics
Command & Control
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Use Cases
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Optimize Pricing Prevent
Fraud
Smart cross-sell offers
Real-Time inventory
ManagementOptimize Routes
Deliver proactive customer service
Predict impending equipment failure
Anticipate and handle disruptions
Analytic AppsS
© Copyright 2000-2017 TIBCO Software Inc.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Request from Website Targeted Analytics Offer to Website
Customer Data
Product Data
Real-Time Customer Interactions / Offers
Login: Customer Propensity
No Login: Product Association
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Real-Time Customer Interactions / Offers
No Login = No Customer History => Offer based on Product Association
Sarah Login = Sarah’s Customer History => Offer based on Propensity Model scored for Sarah
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Use Case Example: Manufacturing Optimization
• Problem• Producing defective,
unreliable or poor performing product.
• Shorter lifecycles faster new
product ramps.
• Value• Increase Yield / % Good
product
• Reduce Defects & Rework
• Improve Reliability
• Use Cases• Quality Monitors and
Dashboards
• Root Cause Analyses
Root Cause: Machine
Effects
Monitor Product Quality KPIs and flag
outliers.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Use Case Example: Retail / Real-Time Inventory
• Problem:• Lack of visibility into inventory levels across all
channels.
• Difficulty allowing shoppers to buy anywhere, fulfill from anywhere, and return anywhere.
• Difficulty identifying the best fulfillment locations.
• Value:• Increased customer satisfaction.
• Reduction in excess inventory.
• Improved inventory visibility across all channels.
• Use Cases:• “Order Online, Pick-up In Store”
• Beacons / Contextual Offers
• Endless Aisle
• Personalized Shopping Experience
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Fraud Applications
Anti-Money Laundering
▪ Identify / trace unknown and suspect transactions across
context e.g. business lines and geographies
▪ Set thresholds, define segments and automate alert scoring
▪ Comply with OCC guidelines
Credit Card Fraud
▪ Identify fraudulent transactions by vendor, location
▪ Highlight patterns, context and identify root cause
Regulatory Compliance
▪ Identify violations, patterns
▪ Expose a clear methodology and workflow
© Copyright 2000-2016 TIBCO Software Inc.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
• FSI: Algorithmic pricing and execution, foreign exchange (FX) trading, market data
management
• Retail: In-store promotions, campaign optimization, real-time inventory tracking, fraud
detection
• Entertainment: Zero-latency betting, decision support over concurrent games, online
fraud and phishing detection
• Telecommunication and Networking: Real-time SLA management, network monitoring and
protection, fraud detection
• Transportation and Logistics: Flight operations, train-to-shore communication, passenger
experience management, parcel tracking, route optimization
• Energy: Production, fuel exploration, predictive equipment maintenance Manufacturing:
Process optimization, order-to-inventory management, supply chain monitoring
• Healthcare: Patient flow monitoring, bed inventory management, procedure optimization,
real-time disease detection
• IoT: Airline operations, locomotive operations, connected cars, smart homes
More Use Cases
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
StreamBase®
TIBCO Business Events
Model Deployment
andGovernance
Easier TIBCO LiveView/Spotfire Mashup
More PredictiveModel Options (PFA)
DevOpsAPIs, CI/CD
Accelerators StreamlinedVisualizations
via TIBCO LiveView
What’s next ... (not necessarily this order)
6-18mo
Streaming Data
in Spotfire
Web-based Workflow Authoring
Accelerators
Extensibility andAPIs
Tighter Ecosystem
Integration
Cloud Deployments
ArtifactManagement
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Summary
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.