2. www.unicomlearning.com
www.bigdatainnovation.org
Predictions for the First Hour of 2020
Health
Security
Shopping
Your armband
read everything
about health,
eating and sleep
habits. It alerts of
any disease/
inability before
any physical
symptoms
appear.
Police can
predict criminal
activity and catch
perpetrators
before crime
happens. Govt.
can identify any
law breaker, if
they want to.
Companies
would accurately
predict what you
need and when
you need. They
know how to
send you an
offer.
Smart Cities
Smart Machines
A bus would wait
for a delayed
train. Traffic
signals predict
traffic volumes
and operate to
minimize jams
As you enter the
car, your identity,
based on several
biometric
readings, makes
it virtually
impossible for
any imposter to
start the engine
www.bhoopathi.com
Twitter: @bhoopathi
5. www.unicomlearning.com
www.bigdatainnovation.org
Infotech Perspective on Big Data
Managing Massive
Data Volumes
Traditional Analytics
Big Data Analytics
Insights into wealth of
unstructured data
Data Collection
Data Conflation
Data Extraction
Data Conversion
Data Migration
Database
Optimization
Event Analysis
Root Cause Analysis
Statistical Analysis
Spatial Analysis
LiDAR Analysis
Database Analysis
Big Data Analytics
powered by Hadoop
Predictive Analytics
Infotech Maturity
www.bhoopathi.com
Twitter: @bhoopathi
13. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Machine Transformation
Real-Time Monitoring
OTMR/
Sensors
Real-time Alerts
M2M
Framework
Control center
Early failure
signals
Historical Data
Design Specs
External Data
OTMR: On-Train Monitoring Recorder
Expert System
www.bhoopathi.com
Twitter: @bhoopathi
15. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Insights from Machine Data
World’s leading supplier of location and navigation products and services, focused
on providing all drivers with the best navigation experience
Infotech processes and updates their global navigation database for 190 countries,
providing on an average 58 million data enhancements per year
www.bhoopathi.com
Twitter: @bhoopathi
16. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Insights from Machine Data
• Processing raw data for over 18 years to create 30 million km of
Navigational Maps
• Key data facts for the last 4 years:
o 600TB of raw video imagery
o 10 million field survey & end user reports
o 200 million data enhancements using multiple sources
• Coverage:
o North America - 99.9% coverage
o Europe 99.9% coverage
o Middle East - 99.9% coverage
o Australia and New Zealand - 99.9% coverage
o RoW – about 50% coverage
www.bhoopathi.com
Twitter: @bhoopathi
17. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Insights from Machine Data
Customer
specific
Special
features
Cartography
Geo Political
Path
Special requests keyed to underlying geometry (e.g. cable trunks, etc)
Feature boundaries: lakes, golf courses, shopping centers, etc
Railroads, rivers, bike path, fire breaks, canals, etc
Country, state, city, settlement, province, postal codes, etc
Street and route names, address ranges, optimal routes, truck routes
P.O.I.
Points of Interest:
Hotels, restaurants, tourist attractions, transportation terminals, etc
Navigation
Arterial classification, dividers, barriers, directionality speed limits,
traffic signals, turn restrictions, ramp signs
Geometry
Links, nodes, shape points, relative elevation, connectivity
www.bhoopathi.com
Twitter: @bhoopathi
18. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Insights from Machine Data
SOURCE DATA
INFOTECH BIG DATA
INFRASTRUCTURE
Shape files
I-Cube
DATA
MANAGEMENT
PNOA
WMS Layer
PLATFORM
UPDATE
• Manual updates
• Automated updates
• Systems and Processes
NATIVE
APPS
DATA
CONSOLIDATION
HADOOP
PLATFORM
Web Source
Hi Res
Updated
Navigation
platform
• Regression
• Trend Analysis
• Statistical Analysis
Business
Insights
ANALYTICS
BUSINESS
INSIGHTS
etc.
www.bhoopathi.com
Twitter: @bhoopathi
19. www.unicomlearning.com
www.bigdatainnovation.org
Case Study | Insights from Machine Data
Some of the key
data monitored
by TomTom
Built-up Area
Business Service
Car Dealer
Centre of Settlement
Centre Point of Feature
Company
Construction Status
Hotel/Motel
Industrial Area
Industrial building
Institution
Nightlife
Rent-a-Car Facility
Restaurant
Shopping Centre
Theatre
Generate Insights and
Monetize them
External data like Weather,
Govt . Policy changes etc.
Identify correlations
among the business
sensitive parameters
with Big Data
Analytics
Change in Current Quarter
Historical Average Change in Key Parameters
www.bhoopathi.com
Twitter: @bhoopathi
