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 SGM 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

About PIXEL



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...


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?


Information Explosion/ Big Data Facts• Internet of Things

(IoTs)• Gartner (Year 2016)

Number of Connected Devices (6.4bn)

≈

World Population (7.4 bn)


Big Data• Broad term for datasets

• So Large• So Complex

that current/ traditional systems cannot handle(Wikipedia)


Big (Geospatial) Data

GEOSPATIAL DATA

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

challenges


LiDAR

Big (Geospatial) Data: Some Examples

Satellite Imagery

UAV

Sensor basedReal time Monitoring

Crowdsourcing

Attribute/ Textual/Video/Photo etc


Is my GIS data: Small Data or Big Data?

Small Data

BigData


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


Welcome to the World of Big (Geospatial) Data



Big (Geospatial)

Data ≠ BIG

(Geospatial) Data



3 V’s or Small Things of Big (Geospatial) Data

Big (GIS)Data


Small Things of Big (Geospatial) Data


DIGITALALCHEMY

FME (Feature Manipulation Engine)a spatial ETL (Extract, Transform & Load) tool from

Safe Software, Inc., Canada


Big (Geospatial) Data meets FME


FME : Volume, Velocity & Variety

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


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


Big (GIS) Data & FME: Variety

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


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.


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”


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.


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


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!


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


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