Small Things of Big (Geospatial) Data

© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 1The Trademarks/Logos belong to the respective companies
Perform. Xcel. Lead.
Presenter
Raghavendran S
GM Technical (GIS)

• Incorporated in 1996
• HQ in Bangalore, India, Offices in Delhi and Chennai
• Subsidiary company PIXEL Softek, Inc. based in Atlanta, USA
• 200+ employees, most with GIS / IT background
• Technical staff from varied domains
• ISO 9001:2008, CMMI Level 3 certification
• Focus on customer-specific IT / GIS solutions using industry-standard
technology platforms
• Competitive cost structure with sustained QA / QC standards
• Clients include major companies and public organizations in India, US and APAC

Geospatial
Mobile AppData Conversion & Migration
* Registered Trademarks belong to respective Companies
Utility Network Design/Mapping

Imagine the good old days of Map India!
And today...

• In the networked world today of
Clicks and Likes, do we realise
the vast amount of data
generated in a minute or 60
seconds?

• Internet of Things (IoTs)
• Gartner (Year 2016)
Number of Connected
Devices (6.4bn)
≈
World Population (7.4 bn)

• Broad term for datasets
• So Large
• So Complex
that current/ traditional systems cannot handle
(Wikipedia)

• Geospatial Data has always been BIG data
• Presenting its own set of opportunities and
challenges

LiDAR
Big
(Geospatial)
Data
Sensors
Location
LiDARRemote Sensing
IoT
Others
Satellite Imagery
UAV
Sensor based
Real time Monitoring
Crowdsourcing
Attribute/ Textual/Video/Photo
etc

 GIS User or Organization
generating and or consuming
geospatial data, suddenly
finding yourself drowning in so
much of data
 Challenges:
 Capture (Store),
 Query,
 Analysis,
 Visualization,
 Dissemination

Big
(Geospatial) Data
≠
BIG
(Geospatial) Data

Big
(GIS)
Data
Volume
VelocityVariety

FME (Feature Manipulation Engine)
a spatial ETL (Extract, Transform & Load) tool from
Safe Software, Inc., Canada

Support for over 345+ CAD/ GIS/Database/Web formats
(includes proprietary as well as OGC formats)

 Big data services: Equipped to handle the volume and complexity of very large data sets
 Adopting big data solutions requires the migration of legacy data of different types and
models to the new system.
 FME eases this process with support for several big data applications including:
 Amazon DynamoDB
 Amazon RDS
 Amazon Redshift
 Amazon S3
 Google BigQuery
 MarkLogic... Makethemoveto BIGdata

Support for over 345+ CAD/
GIS/Database/Web formats
(includes proprietary as well as
OGC formats)

 GIS & Non-GIS data today available
for use in real time or near real time
 Advancing speed in which new
information floods the system, from
an increasing number of diverse
data sources and types.

 FME’s real-time processing has the ability to
immediately respond to events and trigger different
FME actions to ensure real-time data is delivered
exactly how it's needed in actual real-time.
“Right Information”
at the
“Right Time”
in the
“Right Form”

FME Desktop
FME Server
FME Cloud
CREATE AND RUN WORKFLOWS
FME Desktop lets you connect and transform data in
limitless ways.
AUTOMATE WORKFLOWS (ON-PREMISE)
FME Server provides enterprise-level access to
FME's powerful capabilities.
AUTOMATE WORKFLOWS (CLOUD)
FME Cloud is the hosted version of FME Server. No
hardware required.

 Convert spatial data between
hundreds of formats
 Transform spatial data into the
precise data model you need
 Integrate multiple different data
types into a single data model
 Share spatial data with people
where, when and how they need it

Convert, Transform,
Share and or Integrate
Big (Geospatial) Data
using FME
and gain geospatially, not just in a
BIG way
but also in a “Safe” way!

Register at www.pixelsoftek.in/fme-world-tour
Rise aboveGIS file format barriers&Achieve Total Spatial Data Mastery
“Connecting our World”
New Delhi: April 26th, 2016 Bangalore: April 27th, 2016

PIXEL SOFTEK PVT. LTD.
www.pixelsoftek.com
safe@pixelsoftek.com
Perform. Xcel. Lead.
Raghavendran (aka SRG)
raghavendran@pixelsoftek.com
8 & 9th Floor, Vokkaligara Bhavana,
Hudson Circle, Bangalore 560027
India.
T: 91.080.22485241
F: 91.080.22485247
• Atlanta, GA, USA
• Chennai & Delhi, India

Small Things of Big (Geospatial) Data

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