SlideShare a Scribd company logo
1 of 11
GEOSPATIAL CLOUD COMPUTING WITH AMAZON WEB SERVICES
FRANK PORCELLI, VICE PRESIDENT


                                 AWS Startup Tour 2009
                                   Washington, D.C




    Open Solutions Group, Inc.         www.opensgi.com   1
Corporate Overview
• Open Solutions Group, Inc.
• Small Business, founded in March 2008
• Locations in Northern Virginia & Southern
  California
• IT Solution Provider with extensive
  background and expertise in Enterprise
  Geospatial Information
  Systems

Open Solutions Group, Inc.         www.opensgi.com   2
What We Do
•    Enterprise Geospatial Solutions & Mashups
•    High Performance Data Visualization
•    Search, Discovery, & Content Management
•    Emergency Notification, Incident Tracking
•    Asset Management




Open Solutions Group, Inc.      www.opensgi.com   3
Why We Need Amazon
 Infrastructure Cost Savings @ $0.10/hour
       Hardware is Expensive…Especially as A Start-Up

 Large Storage Requirements
       We generate huge amounts of Geospatial Data
        (30 Terabytes) with our processing jobs

 Flexibility
       Agile Development Environment with Minimal
         Configuration for Servers

Open Solutions Group, Inc.   www.opensgi.com            4
The Requirement:
               Generate Lighting Fast Maps
We deliver high performance maps for our
 customers over the web:
       – Imagery Products (high resolution aerials)
       – Scanned Maps (analysis and elevations)
       – Reference Maps (world reference data)

Problems
       –   Delivering geospatial data is time sensitive
       –   Our Maps must refresh in less than 1 second
       –   Networks and bandwidth limitations present challenges
       –   Support global datasets and multiple zoom levels


Open Solutions Group, Inc.         www.opensgi.com                 5
The Solution: Geospatial Cloud
                     Computing with AWS
Process:
•   Ingest Customer GIS Data into Cloud
•   Pre-processing and auditing of GIS Data
•   Configure Scripts for Geoprocessing
•   Configure Map File
•   Queue Jobs, Enable Instances (RightScale)
     – 2,000 Server Instances
•   Generate Staging Cache
•   Quality Assurance
•   Outgest to External Storage Device
     – 30 Terabytes of Geospatial Data




    Open Solutions Group, Inc.          www.opensgi.com   6
Zoom Level N Creates (N-1 Tiles) x 4
Zoom L1                                                                      Zoom L5
4 Tiles                                                                      1024 Tiles




Zoom L2                                                                         Zoom L6
16 Tiles                                                                        4,096 Tiles




                                                                                          Zoom L7
Zoom L3                                                                                   16,384
64 Tiles                                                                                  Tiles




                                Zoom L4                       Zoom L8
                                256 Tiles                     65,536 Tiles



   Open Solutions Group, Inc.               www.opensgi.com                                   7
Zoom Level N Creates (N-1 Tiles) x 4
    Zoom L9                                                                      Zoom L13
    262,144 Tiles                                                                67,108,864 Tiles




 Zoom L10                                                                          Zoom L14
 1,048,576 Tiles                                                                   268,435,456 Tiles




Zoom L11                                                 Zoom L15
4,194,304                                                1,073,741,824
Tiles                                                    Tiles



                                  Zoom L12
                                  16,777,216                     Zoom L16
                                  Tiles                          4,294,967,296
                                                                 Tiles


     Open Solutions Group, Inc.                www.opensgi.com                                      8
Estimated Processing Time of 40,000 hours

   • A Single Server Would Take Nearly 5 Years
     to generate these maps!
   • Create thousands of EC2 instances using
     RightScale to cut the processing to only a
     few hours
        March 2009           2010   2011           2012      2013        2014




                                                                      Sequential
         GeoCache
                                                                       Complete
         Complete
                                                                    (Single Server)
          (AWS)



Open Solutions Group, Inc.                 www.opensgi.com                            9
AWS Technology Stack
• Amazon Web Services
     Elastic Compute Cloud (EC2)
     Simple Storage Service (S3)
     Simple Queue Service (SQS)
• Right Scale for Cloud Management
• FreedomOSS for Data Ingestion



Open Solutions Group, Inc.    www.opensgi.com   10
Questions?

                                                 Frank Porcelli
                                                 Open Solutions Group, Inc.
                                                 1934 Old Gallows Rd. Suite 350
                                                 Vienna, VA 22182
                                                 Office: 540-288-8466
                                                 Cell: 540-273-0742
                                                 Fax: 540-301-0200
                                                 www.opensgi.com
                                                 www.twitter.com/opensgi




Open Solutions Group, Inc.     www.opensgi.com                                    11

More Related Content

What's hot

What's hot (20)

Managing File Transfers (MFT)
Managing File Transfers (MFT)Managing File Transfers (MFT)
Managing File Transfers (MFT)
 
Base de données graphe et Neo4j
Base de données graphe et Neo4jBase de données graphe et Neo4j
Base de données graphe et Neo4j
 
決済システムの内製化への旅 - SpringとPCFで作るクラウドネイティブなシステム開発 #jsug #sf_h1
決済システムの内製化への旅 - SpringとPCFで作るクラウドネイティブなシステム開発 #jsug #sf_h1決済システムの内製化への旅 - SpringとPCFで作るクラウドネイティブなシステム開発 #jsug #sf_h1
決済システムの内製化への旅 - SpringとPCFで作るクラウドネイティブなシステム開発 #jsug #sf_h1
 
はじめてのグラフデータベース 〜 Amazon Neptune と主なユースケース 〜
はじめてのグラフデータベース 〜 Amazon Neptune と主なユースケース 〜はじめてのグラフデータベース 〜 Amazon Neptune と主なユースケース 〜
はじめてのグラフデータベース 〜 Amazon Neptune と主なユースケース 〜
 
Custom PrimeFaces components
Custom PrimeFaces componentsCustom PrimeFaces components
Custom PrimeFaces components
 
Getting Started with Splunk (Hands-On)
Getting Started with Splunk (Hands-On) Getting Started with Splunk (Hands-On)
Getting Started with Splunk (Hands-On)
 
NGSI によるデータ・モデリング - FIWARE WednesdayWebinars
NGSI によるデータ・モデリング - FIWARE WednesdayWebinarsNGSI によるデータ・モデリング - FIWARE WednesdayWebinars
NGSI によるデータ・モデリング - FIWARE WednesdayWebinars
 
Ml ops on AWS
Ml ops on AWSMl ops on AWS
Ml ops on AWS
 
Revolutionizing the Energy Industry with Graphs
Revolutionizing the Energy Industry with GraphsRevolutionizing the Energy Industry with Graphs
Revolutionizing the Energy Industry with Graphs
 
Zero to Snowflake Presentation
Zero to Snowflake Presentation Zero to Snowflake Presentation
Zero to Snowflake Presentation
 
ストリーム処理勉強会 大規模mqttを支える技術
ストリーム処理勉強会 大規模mqttを支える技術ストリーム処理勉強会 大規模mqttを支える技術
ストリーム処理勉強会 大規模mqttを支える技術
 
Security Information and Event Management (SIEM)
Security Information and Event Management (SIEM)Security Information and Event Management (SIEM)
Security Information and Event Management (SIEM)
 
FIWARE 概要 - FIWARE WednesdayWebinars
FIWARE 概要 - FIWARE WednesdayWebinarsFIWARE 概要 - FIWARE WednesdayWebinars
FIWARE 概要 - FIWARE WednesdayWebinars
 
The Beginner’s Guide To Spring Cloud
The Beginner’s Guide To Spring CloudThe Beginner’s Guide To Spring Cloud
The Beginner’s Guide To Spring Cloud
 
How Expedia’s Entity Graph Powers Global Travel
How Expedia’s Entity Graph Powers Global TravelHow Expedia’s Entity Graph Powers Global Travel
How Expedia’s Entity Graph Powers Global Travel
 
Knowledge Graphs and Generative AI
Knowledge Graphs and Generative AIKnowledge Graphs and Generative AI
Knowledge Graphs and Generative AI
 
MongoDBアプリの実例
MongoDBアプリの実例MongoDBアプリの実例
MongoDBアプリの実例
 
Monoliths and Microservices
Monoliths and Microservices Monoliths and Microservices
Monoliths and Microservices
 
Mulesoft ppt
Mulesoft pptMulesoft ppt
Mulesoft ppt
 
Splunk-Presentation
Splunk-Presentation Splunk-Presentation
Splunk-Presentation
 

Viewers also liked

Migrating Enterprise Applications to AWS
Migrating Enterprise Applications to AWSMigrating Enterprise Applications to AWS
Migrating Enterprise Applications to AWS
Tom Laszewski
 
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lightbend
 
Lect 1. introduction to programming languages
Lect 1. introduction to programming languagesLect 1. introduction to programming languages
Lect 1. introduction to programming languages
Varun Garg
 

Viewers also liked (13)

OCP 2015 summit_honey badger_and_panther+_update
OCP 2015 summit_honey badger_and_panther+_updateOCP 2015 summit_honey badger_and_panther+_update
OCP 2015 summit_honey badger_and_panther+_update
 
Migrating Enterprise Applications to AWS
Migrating Enterprise Applications to AWSMigrating Enterprise Applications to AWS
Migrating Enterprise Applications to AWS
 
AWS Webcast - Managing Big Data in the AWS Cloud_20140924
AWS Webcast - Managing Big Data in the AWS Cloud_20140924AWS Webcast - Managing Big Data in the AWS Cloud_20140924
AWS Webcast - Managing Big Data in the AWS Cloud_20140924
 
Going Reactive in Java with Typesafe Reactive Platform
Going Reactive in Java with Typesafe Reactive PlatformGoing Reactive in Java with Typesafe Reactive Platform
Going Reactive in Java with Typesafe Reactive Platform
 
Compliance in the Cloud Using Security by Design
Compliance in the Cloud Using Security by DesignCompliance in the Cloud Using Security by Design
Compliance in the Cloud Using Security by Design
 
Ruxit - How we launched a global monitoring platform on AWS in 80 days.
Ruxit - How we launched a global monitoring platform on AWS in 80 days. Ruxit - How we launched a global monitoring platform on AWS in 80 days.
Ruxit - How we launched a global monitoring platform on AWS in 80 days.
 
Revitalizing Walmart's Aging Architecture for Web Scale
Revitalizing Walmart's Aging Architecture for Web ScaleRevitalizing Walmart's Aging Architecture for Web Scale
Revitalizing Walmart's Aging Architecture for Web Scale
 
Big Data and Analytics on AWS
Big Data and Analytics on AWS Big Data and Analytics on AWS
Big Data and Analytics on AWS
 
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
 
Lect 1. introduction to programming languages
Lect 1. introduction to programming languagesLect 1. introduction to programming languages
Lect 1. introduction to programming languages
 
Media Workloads on AWS
Media Workloads on AWSMedia Workloads on AWS
Media Workloads on AWS
 
AWS re:Invent 2016: Configuration Management in the Cloud (DEV305)
AWS re:Invent 2016: Configuration Management in the Cloud (DEV305)AWS re:Invent 2016: Configuration Management in the Cloud (DEV305)
AWS re:Invent 2016: Configuration Management in the Cloud (DEV305)
 
The AWS Big Data Platform – Overview
The AWS Big Data Platform – OverviewThe AWS Big Data Platform – Overview
The AWS Big Data Platform – Overview
 

Similar to AWS Partner Presentation - OpenSGI

Plone Symposium South America 2012
Plone Symposium South America 2012Plone Symposium South America 2012
Plone Symposium South America 2012
Elizabeth Leddy
 
2011.07.22 LT on InnovationWeekend
2011.07.22 LT on InnovationWeekend2011.07.22 LT on InnovationWeekend
2011.07.22 LT on InnovationWeekend
Hiro Fukami
 
Unifying Team Processes Using JIRA Wallboards
Unifying Team Processes Using JIRA WallboardsUnifying Team Processes Using JIRA Wallboards
Unifying Team Processes Using JIRA Wallboards
Atlassian
 

Similar to AWS Partner Presentation - OpenSGI (20)

The Effort of Rakuten for A Distributed Key- Value Store "ROMA" in Ruby. GUI ...
The Effort of Rakuten for A Distributed Key- Value Store "ROMA" in Ruby. GUI ...The Effort of Rakuten for A Distributed Key- Value Store "ROMA" in Ruby. GUI ...
The Effort of Rakuten for A Distributed Key- Value Store "ROMA" in Ruby. GUI ...
 
IBC 2010 press conference
IBC 2010 press conferenceIBC 2010 press conference
IBC 2010 press conference
 
Super feats of integration x pages with symphony sharepoint and office
Super feats of integration  x pages with symphony sharepoint and officeSuper feats of integration  x pages with symphony sharepoint and office
Super feats of integration x pages with symphony sharepoint and office
 
Case Study: Porting a set of point cloud and triangle mesh processing C++ lib...
Case Study: Porting a set of point cloud and triangle mesh processing C++ lib...Case Study: Porting a set of point cloud and triangle mesh processing C++ lib...
Case Study: Porting a set of point cloud and triangle mesh processing C++ lib...
 
Drupal vs Sharepoint
Drupal vs SharepointDrupal vs Sharepoint
Drupal vs Sharepoint
 
10 things the cloud has taught us
10 things the cloud has taught us10 things the cloud has taught us
10 things the cloud has taught us
 
Plone Symposium South America 2012
Plone Symposium South America 2012Plone Symposium South America 2012
Plone Symposium South America 2012
 
Open GeoSocial API
Open GeoSocial APIOpen GeoSocial API
Open GeoSocial API
 
Challenges Of Open Org Sun 2008
Challenges Of Open Org Sun 2008Challenges Of Open Org Sun 2008
Challenges Of Open Org Sun 2008
 
Must-have Plugins for Confluence & JIRA - Atlassian Summit 2010
Must-have Plugins for Confluence & JIRA - Atlassian Summit 2010Must-have Plugins for Confluence & JIRA - Atlassian Summit 2010
Must-have Plugins for Confluence & JIRA - Atlassian Summit 2010
 
The new Second Life Grid Architecture explained
The new Second Life Grid Architecture explainedThe new Second Life Grid Architecture explained
The new Second Life Grid Architecture explained
 
OSGeo Live Lightening Overview
OSGeo Live Lightening OverviewOSGeo Live Lightening Overview
OSGeo Live Lightening Overview
 
2011.07.22 LT on InnovationWeekend
2011.07.22 LT on InnovationWeekend2011.07.22 LT on InnovationWeekend
2011.07.22 LT on InnovationWeekend
 
Office 2.0
Office 2.0Office 2.0
Office 2.0
 
From concept to cloud (cf opentour india)
From concept to cloud (cf opentour india)From concept to cloud (cf opentour india)
From concept to cloud (cf opentour india)
 
EOS Blockchain Development
EOS Blockchain DevelopmentEOS Blockchain Development
EOS Blockchain Development
 
UKLUG 2012 - XPages Extensibility API - going deep!
UKLUG 2012 - XPages Extensibility API - going deep!UKLUG 2012 - XPages Extensibility API - going deep!
UKLUG 2012 - XPages Extensibility API - going deep!
 
Nolan Wright: Appcelerator's World-Class Ecosystem
Nolan Wright: Appcelerator's World-Class Ecosystem Nolan Wright: Appcelerator's World-Class Ecosystem
Nolan Wright: Appcelerator's World-Class Ecosystem
 
Unifying Team Processes Using JIRA Wallboards
Unifying Team Processes Using JIRA WallboardsUnifying Team Processes Using JIRA Wallboards
Unifying Team Processes Using JIRA Wallboards
 
Sun Startup Essential Program
Sun Startup Essential ProgramSun Startup Essential Program
Sun Startup Essential Program
 

More from Amazon Web Services

Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
Amazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
Amazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
Amazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
Amazon Web Services
 

More from Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 

Recently uploaded

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 

AWS Partner Presentation - OpenSGI

  • 1. GEOSPATIAL CLOUD COMPUTING WITH AMAZON WEB SERVICES FRANK PORCELLI, VICE PRESIDENT AWS Startup Tour 2009 Washington, D.C Open Solutions Group, Inc. www.opensgi.com 1
  • 2. Corporate Overview • Open Solutions Group, Inc. • Small Business, founded in March 2008 • Locations in Northern Virginia & Southern California • IT Solution Provider with extensive background and expertise in Enterprise Geospatial Information Systems Open Solutions Group, Inc. www.opensgi.com 2
  • 3. What We Do • Enterprise Geospatial Solutions & Mashups • High Performance Data Visualization • Search, Discovery, & Content Management • Emergency Notification, Incident Tracking • Asset Management Open Solutions Group, Inc. www.opensgi.com 3
  • 4. Why We Need Amazon  Infrastructure Cost Savings @ $0.10/hour Hardware is Expensive…Especially as A Start-Up  Large Storage Requirements We generate huge amounts of Geospatial Data (30 Terabytes) with our processing jobs  Flexibility Agile Development Environment with Minimal Configuration for Servers Open Solutions Group, Inc. www.opensgi.com 4
  • 5. The Requirement: Generate Lighting Fast Maps We deliver high performance maps for our customers over the web: – Imagery Products (high resolution aerials) – Scanned Maps (analysis and elevations) – Reference Maps (world reference data) Problems – Delivering geospatial data is time sensitive – Our Maps must refresh in less than 1 second – Networks and bandwidth limitations present challenges – Support global datasets and multiple zoom levels Open Solutions Group, Inc. www.opensgi.com 5
  • 6. The Solution: Geospatial Cloud Computing with AWS Process: • Ingest Customer GIS Data into Cloud • Pre-processing and auditing of GIS Data • Configure Scripts for Geoprocessing • Configure Map File • Queue Jobs, Enable Instances (RightScale) – 2,000 Server Instances • Generate Staging Cache • Quality Assurance • Outgest to External Storage Device – 30 Terabytes of Geospatial Data Open Solutions Group, Inc. www.opensgi.com 6
  • 7. Zoom Level N Creates (N-1 Tiles) x 4 Zoom L1 Zoom L5 4 Tiles 1024 Tiles Zoom L2 Zoom L6 16 Tiles 4,096 Tiles Zoom L7 Zoom L3 16,384 64 Tiles Tiles Zoom L4 Zoom L8 256 Tiles 65,536 Tiles Open Solutions Group, Inc. www.opensgi.com 7
  • 8. Zoom Level N Creates (N-1 Tiles) x 4 Zoom L9 Zoom L13 262,144 Tiles 67,108,864 Tiles Zoom L10 Zoom L14 1,048,576 Tiles 268,435,456 Tiles Zoom L11 Zoom L15 4,194,304 1,073,741,824 Tiles Tiles Zoom L12 16,777,216 Zoom L16 Tiles 4,294,967,296 Tiles Open Solutions Group, Inc. www.opensgi.com 8
  • 9. Estimated Processing Time of 40,000 hours • A Single Server Would Take Nearly 5 Years to generate these maps! • Create thousands of EC2 instances using RightScale to cut the processing to only a few hours March 2009 2010 2011 2012 2013 2014 Sequential GeoCache Complete Complete (Single Server) (AWS) Open Solutions Group, Inc. www.opensgi.com 9
  • 10. AWS Technology Stack • Amazon Web Services Elastic Compute Cloud (EC2) Simple Storage Service (S3) Simple Queue Service (SQS) • Right Scale for Cloud Management • FreedomOSS for Data Ingestion Open Solutions Group, Inc. www.opensgi.com 10
  • 11. Questions? Frank Porcelli Open Solutions Group, Inc. 1934 Old Gallows Rd. Suite 350 Vienna, VA 22182 Office: 540-288-8466 Cell: 540-273-0742 Fax: 540-301-0200 www.opensgi.com www.twitter.com/opensgi Open Solutions Group, Inc. www.opensgi.com 11