15
Big Data Use Cases Update Sanat Joshi Industry Solutions Manufacturing Industries Business Unit

Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

  • Upload
    others

  • View
    4

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 1

Big Data Use Cases Update Sanat Joshi Industry Solutions Manufacturing Industries Business Unit

Page 2: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 2

Data Explosion Web & social networks experienced it first…

Infographic by Go-gulf.com

Page 3: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

3 | © 2012 Oracle Corporation

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

Page 4: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 4

What Makes it Big Data?

VOLUME VELOCITY VARIETY VALUE

SOCIAL

BLOG

SMART METER

101100101001001001101010101011100101010100100101

Page 5: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 5

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/

Page 6: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 6

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

Page 7: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

7 | © 2012 Oracle Corporation

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

Page 8: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Big Data to Business Insights

Page 9: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

9 | © 2012 Oracle Corporation

Information Discovery Interactive Data Discovery, Faceted Navigation and Aggregation, Guided Discovery

Advanced Analytics Pattern detection, Root Cause Analysis, Co-relations and Predictions, Model Development

1

Big Data & Advanced Analytics Workflow

2 3

Implementation of Insights Near-Real Time Event Processing, Event Integration into Business Applications, Dashboards and Alerts

Page 10: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

10 | © 2012 Oracle Corporation

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

Page 11: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 11

Big Data Use Cases

Oracle Strategy Overview

Page 12: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

12 | © 2012 Oracle Corporation

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

Page 13: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 13

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

Page 14: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 14

Page 15: Big Data Use Cases Update - University of MichiganBig Data & Advanced Analytics Workflow 2 3 Implementation of Insights Near-Real Time Event Processing,

Copyright © 2013, Oracle and/or its affiliates. All rights reserved. 15