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An app modernization story with
Cloud Run
Mete Atamel
Developer Advocate at Google
@meteatamel
atamel.dev/tags/app-modernization
Stage 0: Prototype (Late 2015 / Early 2016)
Goal: Get something up and running
Reader
Transformer
Web API
Server: ASP.NET (4.6) Windows app on IIS hosting
Client: Android and iOS app with Ionic Framework
Prototype: Pros & Cons
+Worked!
+Easy to understand
+Easy to deploy
+Inexpensive
-Too much coupling
-Bad DevEx (FTP to see logs!)
-No redundancy
-No persistence
-No resilience
Prototype: Lessons Learned
1. Stick to MVP
2. Research your options
3. Avoid coupling at all costs
4. Design with future in mind
Stage 1: Lift & Shift (Late 2016 / Early 2017)
Goal: Improve resiliency and redundancy
Compute Engine Windows VMs on Google Cloud
Compute
Engine
Compute
Engine
Cloud Load
Balancer
Lift & Shift: Pros & Cons
+Easy to move with ASP.NET Framework Template
+Redundancy & load-balancing with Instance Template & Groups
+Possiblity of autoscaling
+Much better DevEx with Stackdriver logging, VM snapshots etc.
-More expensive than IIS hosting
Lift & Shift: Lessons Learned
1. Moving to Cloud was not that difficult
2. Cloud is much more than just hosting
The app served us well until 2019...
1. .NET Core
2. Containers
3. Windows dependency
4. Costs
Stage 2: Containarization (Early 2019)
Goal: Remove Windows dependency and cost
Re-write in ASP.NET Core (2.2), containerize w/ Docker &
deploy to App Engine Flex (Linux)
App Engine
Containarization: Pros & Cons
+No more Windows dependency & licensing
+Free autoscaling
+Revision management
+Traffic splitting
-VM based
-Pricing
-Slow deploys
Containarization: Lessons Learned
1. Refactor for clear benefits
2. Solid functional tests are crucial
3. Project organization matters
4. There’s no magic bullet
Container to
production
in seconds
Natively
Serverless
One experience,
where you want it
Cloud Run
Bringing serverless to containers
Around mid 2019...
HTTPS Endpoint
Public
• Website
• API endpoint
Private
• Internal services
• Async tasks
• Mobile backend
• Webhook
Billable time
Instance
Billable Time
Request 1 Start Request 1 EndRequest 2 Start Request 2 End
Instance Time
Billable
Non-billable
Stage 3: Serverless (Mid 2019)
Goal: Move from VM minute-based pricing to serverless pricing
Update to ASP.NET Core (3.0) & deploy to Cloud Run
Cloud Run
Serverless: Pros & Cons
+No VMs
+Serverless billing, much cheaper
+Quick deployments (seconds)
+Great DevEx (integrated logging, revision and traffic
management, etc.)
+Based on open-source Knative
-Still a monolith with monolith issues
Monolith issues
1. Scaling: all or nothing
2. Cold starts
3. In-memory state
4. No way to update individual services
Monolith decomposition questions
1. How do you break the monolith?
2. How do microservices communicate?
3. How do you handle persistence without
coupling?
Stage 4: Monolith to microservices (Early 2020)
Cloud Scheduler
Cloud
Pub/Sub
Converter
(Private)
Cloud Storage
Web
(Public)
Cloud Firestore
Reader
(Private)
Monolith to microservices: Pros & Cons
+Loosely coupled architecture
+Ability to update individual pieces
+Ability to use different languages
+Better utilization of resources
+Persistence
-Many moving parts
-More complex deployment
-Probably more expensive than a monolith?
Grand Lessons Learned
● Transformation does not have to be all or nothing
● Even simple lift & shift can have huge benefits
● Non-optimal solutions can be a stepping stone to
more optimal solutions
● Expect some kind of re-write for cloud at some point
● Monolith decomposition is hard! Need a good reason
beyond separation of concerns
@meteatamel
atamel.dev/tags/app-modernization
github.com/meteatamel/amathus
github.com/meteatamel/cloudrun-tutorial
cloud.google.com/run
Thank you!

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Mete Atamel "An app modernization story with Cloud Run"

  • 1. An app modernization story with Cloud Run Mete Atamel Developer Advocate at Google @meteatamel atamel.dev/tags/app-modernization
  • 2. Stage 0: Prototype (Late 2015 / Early 2016) Goal: Get something up and running Reader Transformer Web API Server: ASP.NET (4.6) Windows app on IIS hosting Client: Android and iOS app with Ionic Framework
  • 3. Prototype: Pros & Cons +Worked! +Easy to understand +Easy to deploy +Inexpensive -Too much coupling -Bad DevEx (FTP to see logs!) -No redundancy -No persistence -No resilience
  • 4. Prototype: Lessons Learned 1. Stick to MVP 2. Research your options 3. Avoid coupling at all costs 4. Design with future in mind
  • 5. Stage 1: Lift & Shift (Late 2016 / Early 2017) Goal: Improve resiliency and redundancy Compute Engine Windows VMs on Google Cloud Compute Engine Compute Engine Cloud Load Balancer
  • 6. Lift & Shift: Pros & Cons +Easy to move with ASP.NET Framework Template +Redundancy & load-balancing with Instance Template & Groups +Possiblity of autoscaling +Much better DevEx with Stackdriver logging, VM snapshots etc. -More expensive than IIS hosting
  • 7. Lift & Shift: Lessons Learned 1. Moving to Cloud was not that difficult 2. Cloud is much more than just hosting
  • 8. The app served us well until 2019... 1. .NET Core 2. Containers 3. Windows dependency 4. Costs
  • 9. Stage 2: Containarization (Early 2019) Goal: Remove Windows dependency and cost Re-write in ASP.NET Core (2.2), containerize w/ Docker & deploy to App Engine Flex (Linux) App Engine
  • 10. Containarization: Pros & Cons +No more Windows dependency & licensing +Free autoscaling +Revision management +Traffic splitting -VM based -Pricing -Slow deploys
  • 11. Containarization: Lessons Learned 1. Refactor for clear benefits 2. Solid functional tests are crucial 3. Project organization matters 4. There’s no magic bullet
  • 12. Container to production in seconds Natively Serverless One experience, where you want it Cloud Run Bringing serverless to containers Around mid 2019...
  • 13. HTTPS Endpoint Public • Website • API endpoint Private • Internal services • Async tasks • Mobile backend • Webhook
  • 14. Billable time Instance Billable Time Request 1 Start Request 1 EndRequest 2 Start Request 2 End Instance Time Billable Non-billable
  • 15. Stage 3: Serverless (Mid 2019) Goal: Move from VM minute-based pricing to serverless pricing Update to ASP.NET Core (3.0) & deploy to Cloud Run Cloud Run
  • 16. Serverless: Pros & Cons +No VMs +Serverless billing, much cheaper +Quick deployments (seconds) +Great DevEx (integrated logging, revision and traffic management, etc.) +Based on open-source Knative -Still a monolith with monolith issues
  • 17. Monolith issues 1. Scaling: all or nothing 2. Cold starts 3. In-memory state 4. No way to update individual services
  • 18. Monolith decomposition questions 1. How do you break the monolith? 2. How do microservices communicate? 3. How do you handle persistence without coupling?
  • 19. Stage 4: Monolith to microservices (Early 2020) Cloud Scheduler Cloud Pub/Sub Converter (Private) Cloud Storage Web (Public) Cloud Firestore Reader (Private)
  • 20. Monolith to microservices: Pros & Cons +Loosely coupled architecture +Ability to update individual pieces +Ability to use different languages +Better utilization of resources +Persistence -Many moving parts -More complex deployment -Probably more expensive than a monolith?
  • 21. Grand Lessons Learned ● Transformation does not have to be all or nothing ● Even simple lift & shift can have huge benefits ● Non-optimal solutions can be a stepping stone to more optimal solutions ● Expect some kind of re-write for cloud at some point ● Monolith decomposition is hard! Need a good reason beyond separation of concerns