This document discusses serverless computing and compares different cloud computing services. It outlines how serverless computing can be used for various workloads including web requests, queue messages, transactions, infrequent tasks, and scheduled jobs. It also compares common services between AWS and GCP for virtual machines, containers, functions, storage, databases, machine learning, IoT, and more. Serverless architectures are suggested to isolate and scale dynamic workloads without needing to manage servers.

2. • $9 Million and 1 year
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• $ 500 and 1 weekend

3. @LynnLangit

4. @LynnLangit

5. Virtualized Compute
• Each Ship is a Virtual Machine
• Each Container is a Application Instance
• The Dock is the Controller
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6. Functions-Containers-VMs
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8. ServiceType AWS GCP
VMs EC2 GCE
Unmanaged Containers
Kubernetes
ECS -> EKS GKE
Partially Managed Containers Fargate Cloud Run on GKE
Cloud Run
Functions Lambda Functions
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10. SELECT services
for Compute,
Data and MORE
CODE to call
stateless
functions
EXECUTE on
event triggers
PAY only on
execution
SCALE
automatically
@LynnLangit

11. @LynnLangit

12. @LynnLangit

14. @LynnLangit

15. Lambda
function
1
Lambda
function
2
Lambda
function
3
Buckets with
objects DynamoDB
API Gateway Users
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IAM Roles

16. Function 1 Function 2 Function 3
Buckets with
objects
BigTable
Cloud
Endpoints
Users
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Cloud IAM

17. Huge volume
of activities
• run web requests,
queue messages,
transactions
• Isolate and scale
tasks
Dynamic
workloads
• run something
infrequently
• avoid paying for
server(s) 24/7/365
Scheduled
tasks or jobs
• run code on a
schedule
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18. @LynnLangit

19. AWS IoT Serverless App

20. ServiceType Servers (or Containers) Serverless
Compute EC2 Lambda
Files File Servers on EC2 S3
SQL on Relational Data RDBMS on EC2 or RDS Aurora
Data Pipeline Kafka cluster on EC2 Kinesis
Machine Learning EMR with Spark ML or
Hadoop on EC2
Machine Learning API
IoT MQTT Message Broker RabbitMQ on EC2 IoT Broker
NoSQL MongoDB on EC2 DynamoDB
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21. @LynnLangit

22. @LynnLangit

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25. @LynnLangit
CloudData

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CloudData

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First Serverless in Bioinformatics

28. GT-Scan2

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30. One Code
change
resulted in
running
80% faster

31. @LynnLangit

32. @LynnLangit

33. @LynnLangit
Serverless Machine Learning?

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35. @LynnLangit

37. ServiceType AWS GCP
VMs EC2 GCE
Unmanaged Containers
Kubernetes
ECS -> EKS GKE
Partially Managed Containers Fargate Cloud Run on GKE
Cloud Run
Managed,Typed Containers SageMaker (ML) AppEngine (Web)
ML Functions Rekognition… AutoML +Vision API….
BigQuery ML
Functions Lambda Functions
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38. @LynnLangit

39. @LynnLangit

40. @LynnLangit
• My Lynda .com Course ^
• Pete’s Book 
• Mike’s article - here