SlideShare uma empresa Scribd logo
1 de 17
Ryan Hubbard Build a Smart App
Who Am I? I Am You! Just fast forward 4 yrs, add luck & late nights Combination of Biz & Tech Worked on high velocity web apps 2 Startups eVariant - MyHealthConnect.com Yellow Hammer Media  Geo Marketing Technology
An Archaic Question              “Build it Fast or Build it to Last?” 		        Build it Smart!
Build It Smart Ingredients Low Cost Scalable Horizontal Vertical HA (High Availability) Maintainable GeoSmart or GSLB (Global Server Load Balancing) Multiple Layers working Together DNS, File Serving, CDN, etc Don’t Implement just Plan for it  (Procrastination can be a good thing)
Shiny Balls Don’t be Distracted by Shiny Balls Don’t use it just because it’s cool Focus on what you know Leverage Experts If all else fails, build it fast
Web Servers IIS, Apache Rule w/ 80% But they are overhead pigs c10K Problem Event Driven / Newer Web Servers Node.js Nginx  (lighttpd) Twisted (Tornedo)
Web Servers - Node.js Created by Ryan Dahl in 2009 (Sponsored by Joyent) Non Blocking, Event Driven (Not just a web server) Single Threaded (use Cluster, Monitoring is a pain) JavaScript based Use Cases Push/Streaming Notification Stacks – Socket IO (SocketStream) Super Fast Simple Apps Ex: Pixel Tracking (Click Redirect, Conversion, UI in Rails/PHP) c10K Problem is not a problem Don’t Use It For Complex Apps Regular Web Server
Web Servers - Other Nginx c10k is not a problem, Single Threaded like Node Easy to Use 7.65% of the Web Great for  Content Serving (CDNs), Load Balancing Alt to Apache to reduce memory and overhead  Twisted / Tornado Event Driven based off of Ruby’s Event Machine Great for High  C10k, Performance Needs Long Polling HTTP Streaming
Databases SQL MySQL, Postgres, SQL Server, etc Big Data Vertica, Greenplum, Netezza, Teradata  NoSQL MongoDb, Cassandra, Redis, Riak, etc MoSQL Cassandra NewSQL VoltDB
Databases - MongoDB NoSQL version of MySQL Fast, Scalable, HA, MapReduce Tons of Community Support Use Cases Capped Collections – Great for Event logging Async Transactions – Great for Analytics Don’t Use it For Large data sets – 100-200GB+ Vertica, Greenplum, Netezza, Teradata
Databases – Vertica Developed by Michael Stonebraker Big Data – Tera or Petra Use Cases Lots of dataneed HA on cheap machines Correlation queries (Zynga) Swallow vast data sets quickly (5 TB in 1 hour) History Its Bad At OLTP
Databases – Cassandra Developed by Facebook, No Apache Project NoSQL & MoSQL CQL Use Cases Counters Advanced Replication (GeoSmart) Super Fast Memory to Disk Its Bad At OLTP Relational Data
Databases – VoltDB Created by Michael Stronebraker NewSQL? – Fast Relational Data Relational in Memory lightning fast HA, Shared Nothing, Self Healing 1.6 million transactions /sec on commodity servers Use Cases Real Time Analytics OLTP Schemas that don’t change Don’t Use It for Schemas that change often Complicated replicated Large data sets
Databases – VoltDB Created by Michael Stronebraker NewSQL? – Fast Relational Data Relational in Memory lightning fast HA, Shared Nothing, Self Healing 1.6 million transactions /sec on commodity servers Use Cases Real Time Analytics OLTP Schemas that don’t change Don’t Use It for Schemas that change often Complicated replicated Large data sets
Cloud Serving / DNS AWS, Rackspace, Linode, Firehost I like AWS EC2 (Auto Scaling)  ElisticMap Reduce S3, CloudFront Databases – RDS, SimpleDB ElastiCache ElasticBeanstalk  & CloudFormation Route 53 (not UltraDNS) Dyn $30 - $200 / month GSLB Round Robin / Fail Over
GeoMarketing App w/ Real Time Reports 1 Ad can produce 130 Million Inserts / day Running on EC2  Poor I/O & Network Tried MySQL (NDB), Cassandra, Redis, Riak Solution VoltDB stores 2 hours of data Dump stats to MySQL Dump rows out to Vertica (BigData) Reporting – Aggregate query of Volt & MySQL
Thank You ! Questions?

Mais conteúdo relacionado

Último

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 

Último (20)

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 

Destaque

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at WorkGetSmarter
 

Destaque (20)

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 
ChatGPT webinar slides
ChatGPT webinar slidesChatGPT webinar slides
ChatGPT webinar slides
 

Build a Smart App

  • 1. Ryan Hubbard Build a Smart App
  • 2. Who Am I? I Am You! Just fast forward 4 yrs, add luck & late nights Combination of Biz & Tech Worked on high velocity web apps 2 Startups eVariant - MyHealthConnect.com Yellow Hammer Media Geo Marketing Technology
  • 3. An Archaic Question “Build it Fast or Build it to Last?” Build it Smart!
  • 4. Build It Smart Ingredients Low Cost Scalable Horizontal Vertical HA (High Availability) Maintainable GeoSmart or GSLB (Global Server Load Balancing) Multiple Layers working Together DNS, File Serving, CDN, etc Don’t Implement just Plan for it (Procrastination can be a good thing)
  • 5. Shiny Balls Don’t be Distracted by Shiny Balls Don’t use it just because it’s cool Focus on what you know Leverage Experts If all else fails, build it fast
  • 6. Web Servers IIS, Apache Rule w/ 80% But they are overhead pigs c10K Problem Event Driven / Newer Web Servers Node.js Nginx (lighttpd) Twisted (Tornedo)
  • 7. Web Servers - Node.js Created by Ryan Dahl in 2009 (Sponsored by Joyent) Non Blocking, Event Driven (Not just a web server) Single Threaded (use Cluster, Monitoring is a pain) JavaScript based Use Cases Push/Streaming Notification Stacks – Socket IO (SocketStream) Super Fast Simple Apps Ex: Pixel Tracking (Click Redirect, Conversion, UI in Rails/PHP) c10K Problem is not a problem Don’t Use It For Complex Apps Regular Web Server
  • 8. Web Servers - Other Nginx c10k is not a problem, Single Threaded like Node Easy to Use 7.65% of the Web Great for Content Serving (CDNs), Load Balancing Alt to Apache to reduce memory and overhead Twisted / Tornado Event Driven based off of Ruby’s Event Machine Great for High C10k, Performance Needs Long Polling HTTP Streaming
  • 9. Databases SQL MySQL, Postgres, SQL Server, etc Big Data Vertica, Greenplum, Netezza, Teradata NoSQL MongoDb, Cassandra, Redis, Riak, etc MoSQL Cassandra NewSQL VoltDB
  • 10. Databases - MongoDB NoSQL version of MySQL Fast, Scalable, HA, MapReduce Tons of Community Support Use Cases Capped Collections – Great for Event logging Async Transactions – Great for Analytics Don’t Use it For Large data sets – 100-200GB+ Vertica, Greenplum, Netezza, Teradata
  • 11. Databases – Vertica Developed by Michael Stonebraker Big Data – Tera or Petra Use Cases Lots of dataneed HA on cheap machines Correlation queries (Zynga) Swallow vast data sets quickly (5 TB in 1 hour) History Its Bad At OLTP
  • 12. Databases – Cassandra Developed by Facebook, No Apache Project NoSQL & MoSQL CQL Use Cases Counters Advanced Replication (GeoSmart) Super Fast Memory to Disk Its Bad At OLTP Relational Data
  • 13. Databases – VoltDB Created by Michael Stronebraker NewSQL? – Fast Relational Data Relational in Memory lightning fast HA, Shared Nothing, Self Healing 1.6 million transactions /sec on commodity servers Use Cases Real Time Analytics OLTP Schemas that don’t change Don’t Use It for Schemas that change often Complicated replicated Large data sets
  • 14. Databases – VoltDB Created by Michael Stronebraker NewSQL? – Fast Relational Data Relational in Memory lightning fast HA, Shared Nothing, Self Healing 1.6 million transactions /sec on commodity servers Use Cases Real Time Analytics OLTP Schemas that don’t change Don’t Use It for Schemas that change often Complicated replicated Large data sets
  • 15. Cloud Serving / DNS AWS, Rackspace, Linode, Firehost I like AWS EC2 (Auto Scaling) ElisticMap Reduce S3, CloudFront Databases – RDS, SimpleDB ElastiCache ElasticBeanstalk & CloudFormation Route 53 (not UltraDNS) Dyn $30 - $200 / month GSLB Round Robin / Fail Over
  • 16. GeoMarketing App w/ Real Time Reports 1 Ad can produce 130 Million Inserts / day Running on EC2 Poor I/O & Network Tried MySQL (NDB), Cassandra, Redis, Riak Solution VoltDB stores 2 hours of data Dump stats to MySQL Dump rows out to Vertica (BigData) Reporting – Aggregate query of Volt & MySQL
  • 17. Thank You ! Questions?