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© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead.
1The Trademarks/Logos belong to the respective companies
Perform. Xcel. Lead.
Presenter
Raghavendran SGM Technical (GIS)
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead.
2The Trademarks/Logos belong to the respective companies
• 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
About PIXEL
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead.
3The Trademarks/Logos belong to the respective companies
Geospatial
Mobile AppData Conversion & Migration
* Registered Trademarks belong to respective Companies
Utility Network Design/Mapping
Technology Portfolio
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 4The Trademarks/Logos belong to the respective companies
Data Explosion
Imagine the good old days of Map India!And today...
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 5The Trademarks/Logos belong to the respective companies
Information Explosion/ Big Data Facts• In the networked world
today of Clicks and Likes, do we realise the vast amount of data generated in a minute or 60 seconds?
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 6The Trademarks/Logos belong to the respective companies
Information Explosion/ Big Data Facts• Internet of Things
(IoTs)• Gartner (Year 2016)
Number of Connected Devices (6.4bn)
≈
World Population (7.4 bn)
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 7The Trademarks/Logos belong to the respective companies
Big Data• Broad term for datasets
• So Large• So Complex
that current/ traditional systems cannot handle(Wikipedia)
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 8The Trademarks/Logos belong to the respective companies
Big (Geospatial) Data
GEOSPATIAL DATA
• Geospatial Data has always been BIG data• Presenting its own set of opportunities and
challenges
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 9The Trademarks/Logos belong to the respective companies
LiDAR
Big (Geospatial) Data: Some Examples
Satellite Imagery
UAV
Sensor basedReal time Monitoring
Crowdsourcing
Attribute/ Textual/Video/Photo etc
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 10The Trademarks/Logos belong to the respective companies
Is my GIS data: Small Data or Big Data?
Small Data
BigData
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 11The Trademarks/Logos belong to the respective companies
Big (Geospatial) Data Deluge 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
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 12The Trademarks/Logos belong to the respective companies
Welcome to the World of Big (Geospatial) Data
Big (Geospatial) Data
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 13The Trademarks/Logos belong to the respective companies
Big (Geospatial)
Data ≠ BIG
(Geospatial) Data
Big (Geospatial) Data
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 14The Trademarks/Logos belong to the respective companies
3 V’s or Small Things of Big (Geospatial) Data
Big (GIS)Data
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 15The Trademarks/Logos belong to the respective companies
Small Things of Big (Geospatial) Data
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 16The Trademarks/Logos belong to the respective companies
DIGITALALCHEMY
FME (Feature Manipulation Engine)a spatial ETL (Extract, Transform & Load) tool from
Safe Software, Inc., Canada
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 17The Trademarks/Logos belong to the respective companies
Big (Geospatial) Data meets FME
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 18The Trademarks/Logos belong to the respective companies
FME : Volume, Velocity & Variety
Support for over 345+ CAD/ GIS/Database/Web formats (includes proprietary as well as OGC formats)
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 19The Trademarks/Logos belong to the respective companies
Big (GIS) Data & FME: Volume 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...
Make the move to BIG data
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 20The Trademarks/Logos belong to the respective companies
Big (GIS) Data & FME: Variety
Support for over 345+ CAD/ GIS/Database/Web formats (includes proprietary as well as OGC formats)
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 21The Trademarks/Logos belong to the respective companies
Big (GIS) Data & FME: Velocity 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.
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 22The Trademarks/Logos belong to the respective companies
Big (GIS) Data & FME: Velocity 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”
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 23The Trademarks/Logos belong to the respective companies
FME: Feature Manipulation Engine
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.
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 24The Trademarks/Logos belong to the respective companies
FME & Big (GIS) Data CapabilitiesConvert 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
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 25The Trademarks/Logos belong to the respective companies
Big (Geospatial) Data: The “Safe” Way
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!
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 26The Trademarks/Logos belong to the respective companies
FME World Tour 2016: India
Register at www.pixelsoftek.in/fme-world-tourRise above GIS file format barriers & Achieve Total Spatial Data Mastery
“Connecting our World”New Delhi: April 26th, 2016 Bangalore: April 27th, 2016
© 2016 PIXEL SOFTEK PVT. LTD.Perform. Xcel. Lead. 27The Trademarks/Logos belong to the respective companies
PIXEL SOFTEK PVT. [email protected]
Thank You
Perform. Xcel. Lead.
Raghavendran (aka SRG)[email protected]
8 & 9th Floor, Vokkaligara Bhavana,Hudson Circle, Bangalore 560027India.T: 91.080.22485241 F: 91.080.22485247• Atlanta, GA, USA • Chennai & Delhi, India