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Building The Serverless Container Experience
Kevin McGrath
VP of Architecture
Company Snapshot
Is it a big architectural conflict or perhaps a
powerful combination?
Applications
as a Service
(ASP)
Platforms as a
Service / IaaS
Microservices /
Containers
Functions as a
Service
Evolution of SOA
The Ecosystem
● Functions as a Service is an emerging new product
● Containers are now industry accepted products
● VMs are moving towards commodity
● 83% of organizations are actively using containers today - Forbes 2017
● 38% of enterprises see public cloud as their top priority in 2018 - RightScale
Cost is a Challenge
● Pay per request introduces a complex billing model
● Right sizing environments
● Understanding scale
● Inclusion of more other services
● The “hidden” costs of Serverless - 5.6K claps
https://spotinst.com/serverless-costs
So, Why Functions With
Containers?
Function Patterns
● Service to Service integration (attach s3 /
Kinesis / other with compute)
● Moderate concurrency
● Latency tolerant - functions calling other
functions
● Focused, single purpose implementation
Container Patterns
● Execution environment defined by
the Image
● Traditional dependency
management
● Platform independent
● Variety of use cases
Use existing tools for
Microservices deployments
Language / Platform independent
Applications can benefit from handling multiple
requests simultaneously
application
Functions that need to be warm -
cold start is prohibitive
Long running socket, calculations
or rendering that consumes more
than X minutes
Large variation in request rates
So, What if..?
Functions and Containers Combined
No management of
underlying infrastructure
Utility Billing
Pay only for what you use
Scale by request
Bridge the Gap
Monolithic
Application
The
Serverless
Experience
Containers
Who Manages the Infrastructure ?
Customer managed Provider managed Shared - customer owns,
managed by third party
What is a Serverless Experience?
No management underlying
infrastructure
Gateway - accessible API or other
endpoint by default when an
application is deployed
Traffic Shifting - Ability to move
traffic between versions, regions or
applications
Scale by request - The service will
scale availability based on real time
requests
Utility billing - You are charged for
you what you use. When the system
is idle, you pay nothing
Scale to Zero - The application can scale all
the way down to zero resources. At this level
there is no cost for the service
The Future of Serverless
spotinst.com/driftfargate/ACI
Serverless Now
● Don’t force applications into a mold they do not belong in
● Containers bring functions to everyone - on any platform
● Understand how Serverless works and is built
● Knowledge of where code runs is still important
kevin@spotinst.com
@catlgrep
Thank you

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Building the Serverless Container Experience: Kevin McGrath, Spotinst, Serverless NYC 2018

  • 1. Building The Serverless Container Experience Kevin McGrath VP of Architecture
  • 3. Is it a big architectural conflict or perhaps a powerful combination?
  • 4. Applications as a Service (ASP) Platforms as a Service / IaaS Microservices / Containers Functions as a Service Evolution of SOA
  • 5. The Ecosystem ● Functions as a Service is an emerging new product ● Containers are now industry accepted products ● VMs are moving towards commodity ● 83% of organizations are actively using containers today - Forbes 2017 ● 38% of enterprises see public cloud as their top priority in 2018 - RightScale
  • 6. Cost is a Challenge ● Pay per request introduces a complex billing model ● Right sizing environments ● Understanding scale ● Inclusion of more other services ● The “hidden” costs of Serverless - 5.6K claps https://spotinst.com/serverless-costs
  • 7. So, Why Functions With Containers?
  • 8. Function Patterns ● Service to Service integration (attach s3 / Kinesis / other with compute) ● Moderate concurrency ● Latency tolerant - functions calling other functions ● Focused, single purpose implementation
  • 9. Container Patterns ● Execution environment defined by the Image ● Traditional dependency management ● Platform independent ● Variety of use cases
  • 10. Use existing tools for Microservices deployments
  • 11. Language / Platform independent
  • 12. Applications can benefit from handling multiple requests simultaneously application
  • 13. Functions that need to be warm - cold start is prohibitive
  • 14. Long running socket, calculations or rendering that consumes more than X minutes
  • 15. Large variation in request rates
  • 17. Functions and Containers Combined No management of underlying infrastructure Utility Billing Pay only for what you use Scale by request
  • 19. Who Manages the Infrastructure ? Customer managed Provider managed Shared - customer owns, managed by third party
  • 20. What is a Serverless Experience? No management underlying infrastructure Gateway - accessible API or other endpoint by default when an application is deployed Traffic Shifting - Ability to move traffic between versions, regions or applications Scale by request - The service will scale availability based on real time requests Utility billing - You are charged for you what you use. When the system is idle, you pay nothing Scale to Zero - The application can scale all the way down to zero resources. At this level there is no cost for the service
  • 21. The Future of Serverless spotinst.com/driftfargate/ACI
  • 22. Serverless Now ● Don’t force applications into a mold they do not belong in ● Containers bring functions to everyone - on any platform ● Understand how Serverless works and is built ● Knowledge of where code runs is still important

Hinweis der Redaktion

  1. Each builds on the one before. Applications as a Service exposed applications built on custom configured specialized hardware. PaaS was able to build platforms on top of commoditized infrastructure. Microservices take advantage of both PaaS and commodity and IaaS. Functions extend microservices to singular containerized executables.
  2. still early in design and architecture - we know we like the idea and delivery pattern. Use cases and delivery methods are still forming
  3. Use the right technology for the application needs. Allow applications to share like environments, data sources and network Keep round trip latency to a minimum - internal calls stay local