New Trends of Geospatial Services on AWS Cloud - Channy Yun :: ICGIS 2015 Seoul
1. New Trends of Geospacial Services
based on AWS Cloud
Channy Yun !
!
Tech Evangelist, Amazon Web Services Korea!
!
@channyun!
2. • Cloud Computing and AWS
• New trends on GIS on Cloud
1. GIS Services on AWS
2. Open GIS Data on AWS
3. Landsat on AWS
4. Planetary Research on AWS
Agenda
4. Utility Computing
If computers of the kind I have advocated
become the computers of the future, then
computing may someday be organized as a
public utility just as the telephone system is a
public utility... The computer utility could
become the basis of a new and important
industry.!
!
—John McCarthy, speaking at the MIT Centennial in 1961!
5. What is Cloud Computing?
On-Demand!
Uniform!
Pay as you go!
Available!
http://aws.amazon.com/ko/what-is-cloud-computing/ !
"Cloud Computing", by
definition, refers to the
on-demand delivery of
IT resources and
applications via the
Internet with pay-as-
you-go pricing.
6. The Growth of AWS
Over 1 million active customers!
“Active customer” is defined as a non-Amazon customer with AWS account usage activity in the past month, including the free tier!
Over 190 Countries
Startup, Enterprise and Public Sectors
2008! 2009! 2010! 2011! 2012! 2013! 2014!
8. Why do researchers love using AWS?
Time to Science!
Access research!
infrastructure in minutes!
Low Cost!
Pay-as-you-go pricing!
Elastic!
Easily add or remove capacity!
Globally Accessible!
Easily Collaborate with !
researchers around the world!
Secure!
A collection of tools to!
protect data and privacy!
Scalable!
Access to effectively!
limitless capacity!
9. US-WEST (Oregon)
EU-WEST (Ireland)
AP-NORTHEAST
(Tokyo)
US-WEST (N. California)
SA-EAST
(Sao Paulo)
US-EAST (Virginia)
AWS GovCloud (US)
AP-SOUTHEAST
(Sydney)
AP-
SOUTHEAST
(Singapore)
CHINA (Beijing)
EU-CENTRAL (Frankfurt)
11 Regions
30 Availability Zones
53 Edge
AWS Global Infra Structure
10. The AWS’ History of Innovation
AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 50 services
that range from compute, storage, networking, database, analytics, application services, deployment, management and mobile.
2009
Amazon RDS
Amazon VPC
Auto Scaling
Elastic Load
Balancing
2010
Amazon SNS
AWS Identity
& Access
Management
Amazon
Route 53
2011
Amazon
ElastiCache
Amazon SES
AWS
CloudFormation
AWS Direct
Connect
AWS Elastic
Beanstalk
GovCloud
2012
Amazon SWF
Amazon Redshift
Amazon Glacier
Amazon
Dynamo DB
Amazon
CloudSearch
AWS Storage
Gateway
AWS Data
Pipeline
2013
Amazon
CloudTrail
Amazon
CloudHSM
Amazon
WorkSpaces
Amazon Kinesis
Amazon Elastic
Transcoder
Amazon
AppStream
AWS OpsWorks
2015
Amazon EFS
Amazon API
Gateway
Amazon WorkMail
Amazon Machine
Learning
AWS Device Farm
2014
AWS KMS
Amazon Config
Amazon Cognito
Amazon Mobile
Analytics
Amazon ECS
Amazon RDS for
Aurora
Amazon Lambda
Amazon WorkDocs
AWS Directory
Service
AWS CodeCommit
AWS CodePipeline
* As of 1 Sept 15!
12. 24!
48! 61!
82!
159!
280!
516!
342!
2008! 2009! 2010! 2011! 2012! 2013! 2014! 2015!
The AWS pace of Innovations
+*!
*July 9th 2015
AWS has launched a total of 431 new features and/or services to-date* in 2015,
for a total of 1,604 new features and/or services since inception in 2006.
13. Gartner Magic Quadrant for
Cloud Infrastructure as a Service, Worldwide
Gartner “Magic Quadrant for Cloud Infrastructure as a Service, Worldwide,” Lydia Leong, Douglas Toombs, Bob Gill, May 18, 2015. This Magic Quadrant graphic was published by Gartner, Inc. as part of a larger research note and should
be evaluated in the context of the entire report. The Gartner report is available at http://aws.amazon.com/resources/analyst-reports/. Gartner does not endorse any vendor, product or service depicted in its research publications, and does
not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner's research organization and should not be construed as statements of
fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.!
14. An Expansive Ecosystem on Cloud
5,000+ SIs & Consultants
3,000+ ISVs
22 Global Premier Tier partners
6 Enterprise-focused competencies
2,000+ products available for 1-
click deployment across 23
distinct product categories
Customers run over 70M hours of
software per month
15. What Sets AWS Apart?
Building and managing cloud since 2006
40+ services to support any cloud workload
History of rapid, customer-driven releases
11 regions, 30 availability zones, 53 edge locations
49 proactive price reductions to date
8,000+ SIs and ISVs; 2,000+ Marketplace products
Experience
Service Breadth & Depth
Pace of Innovation
Global Footprint
Pricing Philosophy
Ecosystem
17. ArcGIS Server on AWS
“ESRI users on Amazon Web Services get
Access to unlimited support for high
computing power volume sites with ideal
environment of cost effectiveness for
developers” (2012)!
http://www.slideshare.net/AmazonWebServices/esri-12135108 !
21. Listing on AWS Marketplace
Atlas comes bundled with
global street and satellite layers
and allows you to upload
custom layers from Mapbox
Studio. !
!
It includes Mapbox.js and Turf so you
can build interactivity, add data feeds,
and run GIS operations inside your
mapping applications.!
22. 2. Open GIS Data on AWS
New trends on GIS on Cloud!
23. Open data is data that can be used by anyone for any purpose for free.
What is open data?
Many of our customers, such as Esri, the Weather Company, and the
Climate Corporation, rely on quality open data as much as they rely on our
computing, storage, and other web services.
24. Amazon Web Services provides a comprehensive toolkit for
gathering, storing, analyzing, and working with data at any scale.
Open data on AWS
Amazon Elastic MapReduce
(Amazon EMR) provides the
Apache Hadoop analytics
framework as an easy-to-use
managed service.!
Amazon S3 lets you store
and retrieve any amount of
data, at any time, from
anywhere on the web. !
Amazon DynamoDB is a
fully-managed NoSQL
database service that makes
it cost-effective to store and
retrieve any amount of data.!
25. Making data open on AWS enables more innovation by making
data available for rapid access to our flexible and low-cost
computing resources.
The power of open data on AWS
Amazon!
EC2!
Amazon!
EMR!
Amazon!
Redshift!
Amazon!
DynamoDB!
AWS!
Lambda!
26. The Weather Company saves $1 million per year
running its forecasting application on AWS
The Weather Company provides millions of people
with the world’s best weather forecasts,
content and data, every day.
Using AWS, TWC can scale as
necessary to handle constantly
changing workloads and maintain
our 11-millisecond response time.
Bryson Koehler
EVP, CTO, CIO, The Weather Company
”
“ • Needed a cost-effective, scalable
alternative to operating 13 data centers
with legacy systems.
• TWC ingests, stores, and analyzes
ingests 4 GB of weather data per
second from over 800 sources.
• Designed to handle more than 15 billion
API calls each day, at a rate of 150,000
per second.
• Reduced its on-premises IT
environment form 13 to 6 data centers.
27. Data Enrichment
Sensemaking
Data at Rest
(Object storage)
Basic APIs
Complex APIs
Consumer
applications
Algorithmic
policy
Data-driven
journalism
Data Catalogs
Focused data
dashboards
Predictive
modeling
Visualizations
Lower cost of knowledge
(Efficiency)
Open data as a platform
28. Data Creation Data Enrichment
Sensemaking
Data at Rest
(Object storage)
Basic APIs
Complex APIs
Consumer
applications
Algorithmic
policy
Data-driven
journalism
Data Catalogs
Focused data
dashboards
Predictive
modeling
Visualizations
Efficiency
Open data as a platform
30. • Mobile app turns bus and train
riders into real-time sensors for
city government
• Integrates with city back-end
systems to improve both service
and rider experience
• Powered worldwide by the AWS
cloud
Moovit: Smart Public Transportation
31. • First government-wide national intelligent map portal
• Integrated map system for government agencies to deliver location-based
services and information to government agencies and citizens
• Powers over 100 government GIS websites and applications
• Reduced costs by 60%
Singapore government
“AWS has helped my organization
to provide better service availability
and handle higher traffic load at a
lower cost.” !
—Chan Chin Wai, Chief Information Officer
Singapore Land Authority!
33. To enable more innovation, AWS hosts a selection of datasets that
anyone can access for free. Data in our public datasets is available for
rapid access to our flexible and low-cost computing resources.
Public datasets on AWS
Earth Science!
NASA Earth Exchange!
(NASA NEX)!
Life Sciences!
1000 Genomes Project!
Internet Science!
Common Crawl Corpus!
34. The Landsat program is a joint effort of
the U.S. Geological Survey and NASA. It
is the longest running program to gather
Earth imagery from space and is
considered the gold standard for natural
resources satellite imagery.
Landsat
35. The Landsat program is a joint effort
of the U.S. Geological Survey and
NASA. It is the longest running
program to gather Earth imagery
from space and is considered the
gold standard for natural resources
satellite imagery.
It has traditionally been time-
consuming and expensive to
acquire, store, and analyze Landsat
data.
Landsat is big open data
36. We have committed to making up to
1 petabyte of Landsat imagery readily
available as objects on Amazon S3.
Now, anyone can analyze Landsat
data at web scale with no significant
up-front investment of time or capital
expense.
Landsat on AWS
37. Esri has created a tool to show how
ArcGIS Online can quickly visualize
Landsat data for live visualization and
analysis within the browser.
“These are not pre-generated cache
services limited to just visualization—
they are dynamic, high-performance
image services that perform on-the-fly
processing and dynamic mosaicking of
Landsat’s multi-spectral and multi-
temporal imagery.”
ESRI —Unlock Earth’s Secrets
http://www.esri.com/landsatonaws !
38. Landsat on AWS helped
Development Seed make
optimizations that make landsat-
util over 2× faster and allow for
more functionality.
landsat-util
https://developmentseed.org/blog/2015/03/19/aws-landsat-archive/
!
!
39. MathWorks created a freely
downloadable MATLAB based tool for
accessing, processing, and visualizing
Landsat 8 data.
The tool allows MATLAB users to find
Landsat 8 scenes, analyze them, and
combine them with other sources of
GIS data for new visualizations.
MATLAB—Landsat8 Data Explorer
http://blogs.mathworks.com/steve/2015/03/19/matlab-landsat-8-aws/ !
40. Mapbox created Landsat-live, a
map that is constantly refreshed
with the latest satellite imagery
from NASA’s Landsat 8 satellite.
Creating a live Earth imagery
pipeline is possible because
Landsat imagery is available on
Amazon S3 within hours of
creation.
Rendering a Seamless Satellite Map
https://www.mapbox.com/blog/landsat-live-live/ !
!
41. • Quickly process massive
amounts of data
• Distribute processed data to
users around the world
quickly and reliably
• Processing
ü Massive storage for raw and
processed data
ü Massive computing that we can spin
up and down in minutes
ü Everything must be fully automated
ü Low cost
Rendering a Seamless Satellite Map
In the past 30 days we have
served
9.8 billion requests!
42. Amazon EC2
Low-cost, scalable computing!
Amazon S3
Data storage for input data and processed output!
Auto Scaling
Controls the number of worker EC2 instances!
Amazon SQS
Manages the queue of work!
Rendering a Seamless Satellite Map
43. Rendering a Seamless Satellite Map
NASA Server
Source S3
Bucket
Watcher Instance
Auto Scaling group
SQS
Queue
Worker
Instances
Destination
S3 Bucket
Processed
Outputs
Running 200 c3.xlarge SPOT
instances
$25,618 !
in savings per month!
Instancereservations!
Buy computing up front
for long-running instances !
Save up to 60% or more
over the course of a year!
45. NASA JPL Web Sites
Mars Exploration Program!
Mars.jpl.nasa.gov!
Eyes on the Solar System!
Eyes.jpl.nasa.gov!
Night Sky Network!
Nightsky.jpl.nasa.gov!
46. Massive Data Storage for Disaster
Recovery
Mars Exploration Rovers! Station Fires !
53. • Cloud Computing and the world of GeoApps
https://aws.amazon.com/blogs/aws/cloud-computing-and-the-world-of-geoapps/
• ESRI and Amazon Web Services
https://aws.amazon.com/solutions/global-solution-providers/esri/
• Mapbox’s use cases on AWS Cloud
• https://www.mapbox.com/blog/tags/aws/
• OSGeo and AWS
• https://sites.google.com/site/geoecodocs/osgeo-and-aws
• GEO865 Cloud and Server GIS (PennState)
https://www.e-education.psu.edu/cloudGIS/node/20
What’s Next?
54. AWS Research Grants
AWS provides free usage
credits to help researchers:
• Explore new projects
• Create resources for the
scientific community
https://aws.amazon.com/grants
55. AWS Educate Program
AWS provides free usage credits and training
resource to help educators and students:
• Make a course for students
• Teach cloud based GIS training
https://awseducate.com
56. We’re waiting for your
feedback!
channyun@amazon.com
@AWSKorea AmazonWebServices AWSKorea !