BIG Data Gartner ITXP 2013 Oracle Approach
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Transcript of BIG Data Gartner ITXP 2013 Oracle Approach
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 1
Big Data at Work Information Management
Fernando Lemos
Latin America Vice President, Oracle Technology
Adolfo Abreu
Database and Big Data Business Development
November 6th, 2013
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 2 2
Electrification Changed The World
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Datafication Of Thoughts And Opinions
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Datafication Of Things
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Datafication Of Processes
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Datafication Of The Natural World
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Todays Enterprise Imperatives
CLOUD
SOCIAL MOBILE
Text
67% of staff use a personal mobile device for
work, whether the company
knows it or not
56% of executives believe the cloud will make
their organizations more
agile and competitive.
80% of Fortune 500 executives say enterprise-
wide collaboration is the
key to success
90% of Fortune 500 companies will have a big
data initiative in place by
the end of 2013
BIG
DATA
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Trends Driving Big Data, Cloud Computing
GLOBALIZATION
9 Billion
Internet Devices
in 2013
50 Billion
by 2020
DATA
EXPLOSION
90%
Created within
Last Two Years
50X Growth
by 2020
RISE OF
MOBILITY
6 Billion Mobile Subscribers
87% Population
Mobile Data Growing 78% CAGR
SOCIAL IS
BUSINESS
Consumers Driving Experience
26% Post negative comments
86% Now stop doing business
94% Will pay more for great experience
MODERNIZE TO
SURVIVE
Lots of
20 year-old Legacy
Applications
Sources: United Nations / International Telecommunications Union, internetworldstats.com
IDC/EMC 2011 Digital Universe Study, 2010 Digital Universe Decade Study, Data rEvolution Sept 2011, CSC's Leading Edge Forum
Portio Research Mobile Factbook 2012
Facebook Conference
IDC
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Gartner: Nexus of Forces Driving Innovation
Leading in Digital World
Digital Industrial Economy
Business
Model, Processes and Moments
Internet of Everything
Automated Judgement
3D Printing
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Business Challenges Constraints Impeding Timely Decision Making
Grow Revenue
Time to Market
Service Levels
New Products
Risk Reduction
Reduce Costs
Accelerate Deployments
Simply Management
Improve Efficiency
Reduce Complexity
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 12
BI Adoption
Productivity
Better decisions
Efficiency
Simplicity
Technical Enablers & Market Drivers
Market
Drivers
Technology
Enablers
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MEDIA/ ENTERTAINMENT
Viewers / advertising effectiveness
COMMUNICATIONS
Location-based advertising
EDUCATION & RESEARCH
Experiment sensor analysis
CONSUMER PACKAGED GOODS
Sentiment analysis of
HEALTH CARE
Patient sensors, monitoring, EHRs
Quality of care
LIFE SCIENCES
Clinical trials
Genomics
HIGH TECHNOLOGY / INDUSTRIAL MFG.
Mfg quality
Warranty analysis
OIL & GAS
Drilling exploration sensor analysis
FINANCIAL SERVICES
Risk & portfolio analysis
AUTOMOTIVE
Auto sensors reporting location, problems
RETAIL
Consumer sentiment
Optimized sales & marketing
LAW ENFORCEMENT & DEFENSE
Threat analysis - social media monitoring, photo analysis
TRAVEL & TRANSPORTATION
Sensor analysis for optimal traffic flows
Customer sentiment
UTILITIES
Smart Meter analysis
Big Data Fills Out the Complete Picture
ON-LINE SERVICES / SOCIAL MEDIA
People & career matching
Web-site optimization
Challenged by: Data Volume, Velocity, Variety in finding Value
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MEDIA/ ENTERTAINMENT
Viewers / advertising effectiveness
Cross Sell
COMMUNICATIONS
Location-based advertising
EDUCATION & RESEARCH
Experiment sensor analysis
Retail / CPG
Sentiment analysis
Hot products
Optimized Marketing
HEALTH CARE
Patient sensors, monitoring, EHRs
Quality of care
LIFE SCIENCES
Clinical trials
Genomics
HIGH TECHNOLOGY / INDUSTRIAL MFG.
Mfg quality
Warranty analysis
OIL & GAS
Drilling exploration sensor analysis
FINANCIAL SERVICES
Risk & portfolio analysis
New products
AUTOMOTIVE
Auto sensors reporting location, problems
Games
Adjust to player behavior
In-Game Ads
LAW ENFORCEMENT & DEFENSE
Threat analysis - social media monitoring, photo analysis
TRAVEL & TRANSPORTATION
Sensor analysis for optimal traffic flows
Customer sentiment
UTILITIES
Smart Meter analysis for network capacity,
Big Data Fills Out the Complete Picture
ON-LINE SERVICES / SOCIAL MEDIA
People & career matching
Web-site
optimization
What is the main difference in this data?
Volume, Velocity, Variety
What information will mean to the business?
Value
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 15
What Does a Big Data World Look Like? Truck / Motor Manufacturer
What they collect Monitors the complete car
Miles Per Gallon, Driving techniques
Location information
How they use it Better tailored servicing plans
Better targeted marketing
Offer better finance deals or related options
More data for R&D
Sell on to partners
Big Data means The ability to predict when components might fail
Create better service plans based on actual usage
Drivers can post their data to manufacturers website
Black box data can help with accidents
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 16
What Does a Big Data World Look Like? Retailer / White Goods
What they collect Food monitoring by RFID tags Fridge monitors
food usage and sell-by dates
How they use it Automated food ordering
Better targeted marketing due to better data
about how/when customer uses products
More detailed information about customers
Better store based demand planning
Big Data means
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What are these new big data streams?
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 18
What about Fast Data? Turning High Velocity Data into Value
-flight data
-time
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Key Value Drivers of Timely, Accurate Action Delivering Tangible Results with Fast Data
Higher Quality
In Operations
Improved
Efficiency
New
Services Better Customer
Experience
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 20
Vision: Information, Big Data & Fast Data Filter, Move, Transform, Analyze, and Act at High Velocity
ANALYZE
PRESENT
ACT
MOVE &
TRANSFORM
FILTER &
CORRELATE
ACQUIRE ORGANIZE ANALYZE DECIDE
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 21
Use Case: Health Remote Monitoring
Real time health and vital
signs to predict problems
and react fast
Automated alerts to
doctors, hospital & medical
plan companies
Historical patient analysis,
support decision
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 22
Patient Ecosystem
DATA GATEWAY
PATIENT
ANALYTICS
CARE
COORDINATION
EMT
HOME
SECURITY
HOSPITAL
ADMISSIONS TELEHEALTH,
REMOTE MONITORING
FAMILY
DOCTOR
HOSPITAL TRAFFIC
MGMT
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 23
Unleash Real Time Data Nike+ Back-End implemented on Coherence
In 2011, Nike launched a
complete series of
products with Nike+
devices attached, with
the goal to track physical
activity and help to
improve workouts.
Back-end
requirements grew
significantly
300M+ Tx/day
Linear Scalability
Low Latency Access to Recent Data
Event Driven computing on the Grid
High Availability
Key Benefits
Size: 192 Nodes Cluster / 2TB Cache (>50
caches) and about 180M objects, growing
Grid Workload: GETS 1.2 Billion daily,
PUTS 300 Million daily, Hit% 92.
Grid Figures
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 24
400+ on-board sensors
Intensive and massive data collection to be analysed in small windows of time to react and change strategies in real time
Prediction forecasting and scenario analysis
Predictive information on decision makers Mobile devices
Information Real Time Analysis
Oracle Team USA @Americas Cup 34th Edition
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The Problem
Ability
To
Produce
Data
Ability To
Use Data >
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Structured Data & Big Data
Structured data from applications. Semi-structured Big Data from social
media and logs, sensors, feeds, etc.
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 27
Inc
rea
sin
g
Bu
sin
es
s V
alu
e
Information Architecture Maturity
BIG DATA
The Data Warehouse Evolution What are Oracles customers deploying today?
& What could happen tomorrow
Growing
investment here
DATA &
ANALYTICS
DIVERSITY
DATA WAREHOUSE CONSOLIDATE
DATA
DATA MARTS
& What happened yesterday
& What is happening today
Most
are here!
Some are
here
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 28
Step 0: Data Warehouse Foundation
Oracle
Database
Acquire Organize Analyze Decide
Dashboard
Ad-Hoc Query Oracle BI
Enterprise
Edition
High Density
Data
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 29
Step 1: Deep Analysis of Current Data
Oracle
Database
Acquire Organize Analyze Decide
Dashboard
Ad-Hoc Query
Churn
Locality
High Density
Data
Spatial and
Graph
Advanced
Analytics
Oracle BI
Enterprise
Edition
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 30
Step 2: Architect for Volume and Variety
Oracle
Database
Acquire Organize Analyze Decide
Dashboard
Ad-Hoc Query
Churn
Locality
Relationship
Comments
High Density Data
Hadoop
Oracle BI
Enterprise
Edition
Aggregate
Pre-Analyze
Low Density
Batch Data Spatial and
Graph
Advanced
Analytics
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 31
Step 3: Architect for Velocity
Acquire Organize
High Density
Data
Oracle
Database
Oracle BI
Enterprise
Edition Hadoop
Low Density
Batch Data
Analyze Decide
Aggregate
Pre-Analyze
Streaming Data
Real Time
Decisions Event
Processing
Act
Model
Spatial and
Graph
Advanced
Analytics
Dashboard
Ad-Hoc Query
Churn
Locality
Relationship
Comments
Recommend
Act
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 32
Real Time
Decisions
Step 4: Discover New Information
Acquire Organize
High Density
Data
Oracle
Database
Oracle BI
Enterprise
Edition Hadoop
Low Density
Batch Data
Analyze Decide
Aggregate
Pre-Analyze
Event
Processing
Act
Model
Spatial and
Graph
Advanced
Analytics
Endeca Information Discovery
Dashboard
Ad-Hoc Query
Churn
Locality
Relationship
Comments
Recommend
Act
Discover
Streaming Data
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 33
Oracle In-Memory Database
In-Memory Columnar technology seamlessly integrated into
the Oracle database
Fully compatible with ALL Oracle features and applications
Delivers
Fastest Analytics and Reporting
Faster and Simpler Enterprise OLTP
Cost Effective and Simple IM DB for Mainstream users
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 34
Oracle In-Database Analytics
Statistical Functions
Data Mining &
Predictive Analytics
Text Mining
Text Search
Graph Analysis
Spatial Analysis
Semantic Analysis
In-Database
MapReduce
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 35
Predictions, insights and models in the Database
Any BI tool can access and query using SQL
Integrated spatial mapping can be used to Map predictions
Dashboards can launch parameterized R calculations that can return data or visualizations
Any BI tool or application that supports SQL can take advantage
Integration through SQL and R
Business Intelligence + Advanced Analytics
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 36
Application-as-a-Services
Platform-as-a-Service
Database-as-a-Service
Infra-as-a-Service
Meter &
Charge
Optimize
Manag
e
Plan
Setup
Build
Test
Deploy
Monitor
+ + +
DB Multitenant Big Data Management
Engineered
System
In Memory
Technology
Big Data as a Service Reference Architecture
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 37
Oracle Big Data Solution Architecture
Stream Acquire Organize Analyze
Oracle BI Foundation Suite
Oracle Real-Time Decisions
Endeca Information Discovery
Decide
Oracle Event Processing Oracle Big Data
Connectors
Oracle Data Integrator
Oracle
Advanced
Analytics
Oracle
Database
Oracle
Spatial
& Graph
Apache Flume
Oracle GoldenGate
Oracle
NoSQL
Database
Hadoop
Oracle R
Distribution
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 38
SPARC SuperCluster
Database Appliance
Exalytics In-Memory
Exadata Exalogic Big Data
Appliance
Optimized for
Performance
Engineered Systems The family
Virtual Compute
Appliance
Optimized for
Consolidation
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 39
Thomson Reuters Identifying Cross Sell and Upsell Opportunities
Objectives
Maximize cross-sell opportunities
Lower cost and complexity
Solution
Economically capture all customer
activity
Testing 50M events/sec ingest rates into
BDA and Oracle NoSQL DB
Feeds Exadata EDW for customer
profitability & segmentation analysis
Rick King Chief Operating Officer for Technology
Thomson Reuters
toward high performance big data delivery - and
BDA Exadata Exalytics
EDW
Sandbox & DR
Event Capture
& Store
Interactive
Analytics
Research
Applications
Upsell/Cross Sell
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 40
Regions Bank Lowering Costs by Simplifying IT Infrastructure
Objectives
Comply with regulations requiring more data
to support stress testing
Reduce IT costs & streamline processing by
eliminating duplicate data stores
Solution
Single, reliable BDA/Exadata-based ODS
supporting all downstream systems
Landing zone & archival repository for both
structured & unstructured data th
- Toyota Global Vision
Operational Data Store Mainframe,
RDBMS, more
BDA Exadata
Agile business
model
All data
De-normalized
& Partial-
normalized
Normalized
Aggregate data
EDW
Oracle Enterprise Manager
Oracle Data Integrator
Data Delivery
Master
S1
Master
S2
Master
Sn SOA/API
CRMS
Other
Fast access to 85% more data
Lower costs, simplified architecture and
fast time to value
Benefits
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 41
SoftBank
Objectives
Explain and predict customer behavior
Solution
Capture customer social media activity
words
Correlate social sentiment with customer
service data
Understand what happened, why it
happened and what will happen next
Masayoshi Son Chairman & CEO
SoftBank Mobile Corp.
endeavors to further accelerate the Information
BDA Exadata Exalytics
EDW &
Sandbox
Text &Sentiment
Analysis
Information
Discovery Social Data
Stream
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 42
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Copyright 2013, Oracle and/or its affiliates. All rights reserved. 43