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The future of serverless computing
Anton Boyko
Microsoft Azure MVP
Serverless?
Population of homeless servers
is growing
They asked me
for NoSQL,
so I dropped the
database.
No database,
NoSQL!
Benefits of serverless
Manage less
Micro-pricing
Ease of scale
(up & down)
Reserved
Agent
Job
1
Job
2
Job
3
Serverless
Job 1
Job 2
Job 3
Agent 1
Agent 2
• Fixed CPU
• Fixed RAM
• On-demand CPU
• On-demand RAM
Serverless offerings
Microsoft Azure
• Azure Functions
• Azure Logic
Apps
• Azure Container
Instances
AWS
• AWS Fargate
• AWS Lambda
Google cloud
• Cloud Functions
• Cloud Run
Azure Logic Apps
Declarative integration between services.
Azure Container Instances
Containers billed by amount of seconds they run.
Azure Functions
Event-driven on-demand custom code execution.
DEMO
Consumption scale
Impediments
Why aren’t we there yet?
Capacity
What will it cost to run
a serverless app for 10K
users?
Capacity planning
• Q: What will it cost to run a serverless app for 10K users?
• A: How will you calculate what it will cost to run a non-serverless app?
• A: What will it cost to wash all the windows in Seattle?
Capacity calculation example
Facts
• Each user spent 5 minutes on
average on your website daily.
• Each user reads 10 articles daily.
• Each user generates 15 requests
daily (10 articles + 5 utility
requests).
• Each request takes 1 second on
average.
Conclusions
• Each user consumes 1 sec per
request.
• Each user consumes 15 secs per
day.
• Each user consumes 450 secs
per month.
• 10K users consumes 4.5M secs
per month.
DurabilityHow to orchestrate
workflows? Sagas?
Durability – fan out / fan in
Consumption example – fan out / fan in
1 sec
3 sec
3 sec
3 sec
2 sec
6 sec
Orchestrate
Fan out
Fan in
Response
Durability – long running async HTTP API
DEMO
Durable functions
Durability – human interaction
Performance
How to get predictable
and consistent
performance level?
Performance
Consumption
• 1 CPU core
• Up to 1.5 Gb RAM
• Cold start
• Scale down to 0 instances
Premium
• Up to 4 CPU cores
• Up to 14 Gb RAM
• Pre-warmed instance
• Scale down to 1 instance
Azure Function Plan switcher
https://aka.ms/premium-plan-sample
Understanding serverless cold start
https://azure.microsoft.com/en-us/blog/understanding-serverless-cold-start/
Performance – scalability
Performance – cold start
Performance – cold start
Conclusion
Scalability Performance Enterprise
Questioning the question mark
Anton Boyko
Microsoft Azure MVP
me@boykoant.pro

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