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Preparing Apps for Dynamic Scaling
Roy Simkes, Head of Business Development
Outline
●
Why make this talk?
●
What is Dynamic Scaling?
●
Is your app ready?
●
Questions
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Why?
How do we scale our applications now?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Why?
Is adding more and more resources to solve this problem
really helps?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Why?
Everyone tries to optimize something, why do we not
optimize the way we use our server infrastructure?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Why?
We want to create an awareness, that instead of adding
more, we have to utilize better!
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Why?
To make the world, a “better place”
(We are not so-lo-mo or something)
https://www.youtube.com/watch?v=IXuFrtmOYKg
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
What is Dynamic Scaling
An automated and optimized way for scaling servers,
vertically
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
What is Dynamic Scaling
You build your infrastructure based on
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
What is Dynamic Scaling
Wouldn't been nice if you could plan it based on actual
load?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
What is Dynamic Scaling
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
or scale down if you don't need
resources
Scale UP
instead of
Scale OUT
Are you ready?
Is your app ready for such a change?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Are you ready?
You probably are.
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Are you ready?
●
Apache HTTP, Gunicorn
●
Python, PHP, (even Java)
●
MySQL, PostgreSQL
●
Many apps on top of those (Django, Wordpress,...)
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Are you ready?
●
When booting up are you checking the number of CPUs?
●
Do you pin your process to predefined processors?
●
Is total memory value a constant for you?
●
Are you preallocating memory then do you never
increase?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Are you ready?
●
Really take advantage of it? Check your tools
●
Database
●
Application server
●
Cache server
●
Async workers
●
More tools, I'm not even aware of...
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Questions
Let me answer a few of what you may have in mind
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Questions
+ Do I really need it?
- You probably don't need to do anything to use it, so why
not use it?
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Questions
+ How is this different then AWS' Automatic Scaling?
- It's not horizontal scaling so you don't need a LB or to
change your application so that you can support
distributed systems
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Questions
+ How about Kubernetes?
- We are an IaaS provider, not PaaS so it's not just your
applications but your whole VM gets the performance
boost
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Questions
+ Can I use it with traditional horizontal scaling?
- Yes of course! Dynamic Scaling is not a replacement but
a complementary service to horizontal scaling that
increases utility rates of your resources.
Preparing Apps for Dynamic Scaling
Skyatlas @ EuroPython 2015, Bilbao
Thank You!
Roy Simkes
royb@skyatlas.com
www.skyatlas.com
https://xkcd.com/399/

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Preparing Applications For Dynamic Scaling

  • 1. Preparing Apps for Dynamic Scaling Roy Simkes, Head of Business Development
  • 2. Outline ● Why make this talk? ● What is Dynamic Scaling? ● Is your app ready? ● Questions Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 3. Why? How do we scale our applications now? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 4. Why? Is adding more and more resources to solve this problem really helps? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 5. Why? Everyone tries to optimize something, why do we not optimize the way we use our server infrastructure? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 6. Why? We want to create an awareness, that instead of adding more, we have to utilize better! Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 7. Why? To make the world, a “better place” (We are not so-lo-mo or something) https://www.youtube.com/watch?v=IXuFrtmOYKg Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 8. What is Dynamic Scaling An automated and optimized way for scaling servers, vertically Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 9. What is Dynamic Scaling You build your infrastructure based on Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 10. What is Dynamic Scaling Wouldn't been nice if you could plan it based on actual load? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 11. What is Dynamic Scaling Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao or scale down if you don't need resources Scale UP instead of Scale OUT
  • 12. Are you ready? Is your app ready for such a change? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 13. Are you ready? You probably are. Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 14. Are you ready? ● Apache HTTP, Gunicorn ● Python, PHP, (even Java) ● MySQL, PostgreSQL ● Many apps on top of those (Django, Wordpress,...) Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 15. Are you ready? ● When booting up are you checking the number of CPUs? ● Do you pin your process to predefined processors? ● Is total memory value a constant for you? ● Are you preallocating memory then do you never increase? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 16. Are you ready? ● Really take advantage of it? Check your tools ● Database ● Application server ● Cache server ● Async workers ● More tools, I'm not even aware of... Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 17. Questions Let me answer a few of what you may have in mind Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 18. Questions + Do I really need it? - You probably don't need to do anything to use it, so why not use it? Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 19. Questions + How is this different then AWS' Automatic Scaling? - It's not horizontal scaling so you don't need a LB or to change your application so that you can support distributed systems Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 20. Questions + How about Kubernetes? - We are an IaaS provider, not PaaS so it's not just your applications but your whole VM gets the performance boost Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao
  • 21. Questions + Can I use it with traditional horizontal scaling? - Yes of course! Dynamic Scaling is not a replacement but a complementary service to horizontal scaling that increases utility rates of your resources. Preparing Apps for Dynamic Scaling Skyatlas @ EuroPython 2015, Bilbao