Container Days - AWS Microservice Workshop

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Hands-on Workshop presentation to create #Serverless #Microservices with Amazon Web Services using #AWS Lambda, API Gateway, and DynamoDB

© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Tara E. Walker
@taraw
AWS Technical Evangelist
2016-11-04
Hands-On Workshop:
Building Serverless Microservices on AWS
Mackenzie Kosut
@mkosut
AWS Startup Evangelist

Restaurant Microservice
GET /restaurants
POST /restaurants

Restaurant Microservice
Approach #1
API Gateway
+ Lambda

DynamoDB
Lambda
Restaurant Microservice
API Gateway

AWS Lambda
lets you run code
without managing servers

Upload your code
(Java, JavaScript,
Python)

Upload your code
(Java, JavaScript,
Python)
Set up your code to
trigger from other AWS
services, webservice
calls, or app activity

Lambda
automatically
scales
Upload your code
(Java, JavaScript,
Python)
Set up your code to
trigger from other AWS
services, webservice
calls, or app activity

Lambda
automatically
scales
Upload your code
(Java, JavaScript,
Python)
Pay for only the
compute time
you use
(sub-second
metering)
Set up your code to
trigger from other AWS
services, webservice
calls, or app activity

AWS API Gateway
is the easiest way to
deploy Microservices

Create a unified
API frontend for
multiple
microservices

Create a unified
API frontend for
multiple
microservices
Authenticate and
authorize
requests

Create a unified
API frontend for
multiple
microservices
Authenticate and
authorize
requests
Handles DDoS
protection and
API throttling

Create a unified
API frontend for
multiple
microservices
…as well as
monitoring,
logging, rollbacks,
client SDK
generation…
Authenticate and
authorize
requests
Handles DDoS
protection and
API throttling

DynamoDB
Lambda
to retrieve
restaurants
Restaurant Microservice
Lambda
to store
restaurants

DynamoDB
Lambda
to retrieve
restaurants
Restaurant Microservice
API Gateway
POST GET
Lambda
to store
restaurants

DynamoDB
Lambda
to retrieve
restaurants
Restaurant Microservice
API Gateway
POST GET
Web UI
Lambda
to store
restaurants

Restaurant Microservice
Approach #2
Containers
Using ECS

Restaurant Microservice
EC2EC2 EC2 EC2
Elastic Load
Balancer

Restaurant Microservice
EC2EC2 EC2 EC2
Elastic Load
Balancer
Amazon
EC2 Container
Service (ECS)
to manage
containers

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The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.

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Container Days - AWS Microservice Workshop

1. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Tara E. Walker @taraw AWS Technical Evangelist 2016-11-04 Hands-On Workshop: Building Serverless Microservices on AWS Mackenzie Kosut @mkosut AWS Startup Evangelist

2. Workshop Manual: http://bit.ly/2fD9MZQ

4. Restaurant Microservice GET /restaurants POST /restaurants

5. Restaurant Microservice Approach #1 API Gateway + Lambda

6. DynamoDB Restaurant Microservice

7. DynamoDB Lambda Restaurant Microservice

8. DynamoDB Lambda Restaurant Microservice API Gateway

9. AWS Lambda lets you run code without managing servers

10. Upload your code (Java, JavaScript, Python)

11. Upload your code (Java, JavaScript, Python) Set up your code to trigger from other AWS services, webservice calls, or app activity

12. Lambda automatically scales Upload your code (Java, JavaScript, Python) Set up your code to trigger from other AWS services, webservice calls, or app activity

13. Lambda automatically scales Upload your code (Java, JavaScript, Python) Pay for only the compute time you use (sub-second metering) Set up your code to trigger from other AWS services, webservice calls, or app activity

14. AWS API Gateway is the easiest way to deploy Microservices

15. Create a unified API frontend for multiple microservices

16. Create a unified API frontend for multiple microservices Authenticate and authorize requests

17. Create a unified API frontend for multiple microservices Authenticate and authorize requests Handles DDoS protection and API throttling

18. Create a unified API frontend for multiple microservices …as well as monitoring, logging, rollbacks, client SDK generation… Authenticate and authorize requests Handles DDoS protection and API throttling

19.

20. Restaurant Microservice

21. DynamoDB Restaurant Microservice

22. DynamoDB Lambda to retrieve restaurants Restaurant Microservice Lambda to store restaurants

23. DynamoDB Lambda to retrieve restaurants Restaurant Microservice API Gateway POST GET Lambda to store restaurants

24. DynamoDB Lambda to retrieve restaurants Restaurant Microservice API Gateway POST GET Web UI Lambda to store restaurants

25.

26. DynamoDB Lambda to retrieve restaurants Restaurant Microservice API Gateway POST GET Web UI Lambda to store restaurants

27. Restaurant Microservice Approach #2 Containers Using ECS

28. Restaurant Microservice EC2EC2 EC2 EC2 Elastic Load Balancer

29. Restaurant Microservice EC2EC2 EC2 EC2 Elastic Load Balancer

30. Restaurant Microservice EC2EC2 EC2 EC2 Elastic Load Balancer Amazon EC2 Container Service (ECS) to manage containers

31. Restaurant Microservice Approach #3 EC2

32. Restaurant Microservice EC2

33. Restaurant Microservice EC2

34. Restaurant Microservice EC2EC2 EC2 EC2

35. Restaurant Microservice EC2EC2 EC2 EC2 Elastic Load Balancer

36. Let’s Build A Microservice!

Editor's Notes

Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
“Simplest way to build powerful, dynamic apps in the cloud”
“Simplest way to build powerful, dynamic apps in the cloud”
“Simplest way to build powerful, dynamic apps in the cloud”
“Simplest way to build powerful, dynamic apps in the cloud”
“Simplest way to build powerful, dynamic apps in the cloud”
“Simplest way to build powerful, dynamic apps in the cloud”
Abstracts the implementation so that you can switch from Lambda to EC2 or Combine multiple backends. Similarly you can use mapping templates to unify different versions of your APIs Network protection is something we do very well and requires hyperscale, you won’t be able to auto-scale to meet an attack, let us do it Centralize authorization decisions in a policy and remove the concern from the code in your backend, fewer bugs
Abstracts the implementation so that you can switch from Lambda to EC2 or Combine multiple backends. Similarly you can use mapping templates to unify different versions of your APIs Network protection is something we do very well and requires hyperscale, you won’t be able to auto-scale to meet an attack, let us do it Centralize authorization decisions in a policy and remove the concern from the code in your backend, fewer bugs
Abstracts the implementation so that you can switch from Lambda to EC2 or Combine multiple backends. Similarly you can use mapping templates to unify different versions of your APIs Network protection is something we do very well and requires hyperscale, you won’t be able to auto-scale to meet an attack, let us do it Centralize authorization decisions in a policy and remove the concern from the code in your backend, fewer bugs
Abstracts the implementation so that you can switch from Lambda to EC2 or Combine multiple backends. Similarly you can use mapping templates to unify different versions of your APIs Network protection is something we do very well and requires hyperscale, you won’t be able to auto-scale to meet an attack, let us do it Centralize authorization decisions in a policy and remove the concern from the code in your backend, fewer bugs
Demo: Build a Microservice using Lambda and API gateway Emphasize the versioning aspect of Microservices Test the service using Postman Export out the Swagger definition Use Swagger tool to generate documentation Show that you can generate client libraries
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Demo: Build a Microservice using Lambda and API gateway Emphasize the versioning aspect of Microservices Test the service using Postman Export out the Swagger definition Use Swagger tool to generate documentation Show that you can generate client libraries
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
Go Serverless
So with those two core principles as foundation, let’s build a Microservice

Container Days - AWS Microservice Workshop

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Editor's Notes