big data use cases update
TRANSCRIPT
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Big Data Use Cases Update Sanat Joshi Industry Solutions Manufacturing Industries Business Unit
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Data Explosion Web & social networks experienced it first…
Infographic by Go-gulf.com
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Number Of Connected Devices Set To Explode
50+ Billion Smart, Connected Devices by 2020
Massive Amounts of Data will be Generated from Devices
Majority of Internet Traffic will be Devices to Data Center
Now imagine the complexity of developing applications for 50+ Billion Internet connected devices
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What Makes it Big Data?
VOLUME VELOCITY VARIETY VALUE
SOCIAL
BLOG
SMART METER
101100101001001001101010101011100101010100100101
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Enabling Big Data Analytics
Facebook realized early on that insights derived from simple
algorithms on more data was better
than insights from complex algorithms on smaller sets of data.
Science or Common Sense?
Posted: Jan 25, 2010: http://www.royans.net/arch/hive-facebook/
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Broad spectrum of Information Driven Opportunities : Every Where
12+ TBs of tweet data every day
76 million smart meters in 2009… 200M by 2014
4.6 billion camera phones world wide
100s of millions of GPS enabled devices sold annually
3500 oil rigs with Millions of property assets worldwide
2.5 million trades per seconds on a single exchange
SOCIAL MEDIA
TRANSPORTATION & LOGISTICS
CAPITAL MARKETS
OIL & GAS
UTILITIES: ELECTRIC WATER
TELECOMMUNICATIONS
MILITARY ANALYSIS HOME SECURITY
SAFE CITIES
SMART VENDING MACHINES
& Many More …
Variety
10 million Connected Cars today
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Managing Big Data
Acquire
Organize Analyze
• Low, predictable Latency • High Transaction Count • Flexible Data Structures
• High Throughput • In-Place Preparation • All Data Sources/Structures
• Deep Analytics • Agile Development • Massive Scalability • Real Time Results
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Information Discovery Interactive Data Discovery, Faceted Navigation and Aggregation, Guided Discovery
Advanced Analytics Pattern detection, Root Cause Analysis, Co-relations and Predictions, Model Development
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Big Data & Advanced Analytics Workflow
2 3
Implementation of Insights Near-Real Time Event Processing, Event Integration into Business Applications, Dashboards and Alerts
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Oracle Exadata
Oracle Exalytics
Oracle Big Data Platform
Stream Acquire Organize Discover & Analyze
Oracle Big Data Appliance
Oracle Big Data
Connectors Optimized for Analytics & In-Memory Workloads
“System of Record” Optimized for DW/OLTP
Optimized for Hadoop, R, and NoSQL Processing
Oracle Enterprise
Performance Management
Oracle Business Intelligence
Applications
Oracle Business Intelligence
Tools
Oracle Endeca Information
Discovery
Embeds Times Ten
Hadoop
Open Source R
Applications
Oracle NoSQL Database
Oracle Big Data Connectors
Oracle Data Integrator In
-Dat
abas
e A
nal
ytic
s
Data Warehouse
Oracle Advanced Analytics
Oracle Database
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Big Data Use Cases
Oracle Strategy Overview
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Fast Data in Action
Industrial Automation High speed data collection and analysis, local storage and analysis, filtering and correlation
Traffic Management Number plate recognition, red-light violation detection, traffic jam detection, vehicle location system, geo-fences
Transportation & Telemetry Location tracking, container content monitoring, intrusion detection, temperature and pressure monitoring
Healthcare Data evaluation, analysis, monitoring, automatic alerts and care-flow processing
Smart Retail: Vending Inventory management, demand-based handling and pricing
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MEDIA/ ENTERTAINMENT Viewers / advertising effectiveness Cross Sell
COMMUNICATIONS Location-based advertising
EDUCATION & RESEARCH Experiment sensor analysis
Retail / CPG Sentiment analysis Next Best Offer Up Sell
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 Fraud analysis
AUTOMOTIVE Connected Car Warranty Quality Loyalty
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 Use Cases
ON-LINE SERVICES / SOCIAL MEDIA Web-site optimization