This document summarizes a presentation given at the AWS London Summit in July 2016 about getting started with AWS Lambda and serverless computing. It discusses what serverless computing is and how it differs from virtual machines and containers. It also outlines some common use cases for AWS Lambda like data processing, backend services, and gluing systems together. The presentation covers topics like how to choose between Lambda, EC2, and ECS, recent updates to Lambda, best practices for using Lambda with VPC, and a customer case study from Parallax about building serverless applications.
2. What is serverless computing?
• VMs
• Machine as the unit of scale
• Abstracts the hardware
• Containers
• Application as the unit of scale
• Abstracts the OS
• Serverless
• Functions as the unit of scale
• Abstracts the language runtime
ECS
EC2
AWS Lambda
3. How do I choose?
• VMs
• “I want to configure machines, storage,
networking, and my OS”
• Containers
• “I want to run servers, configure applications,
and control scaling”
• Serverless
• “Run my code when it’s needed”
ECS
EC2
AWS Lambda
5. AWS Lambda: Serverless computing
Run code without servers. Pay only for the compute time you consume. Be happy.
Triggered by events or called from APIs:
• PUT to an Amazon S3 bucket
• Updates to Amazon DynamoDB table
• Call to an Amazon API Gateway endpoint
• Mobile app back-end call
• And many more…
Makes it easy to:
• Perform real-time data processing
• Build scalable back-end services
• Glue and choreograph systems
6. Continuous scalingNo servers to manage Never pay for idle –
no cold servers (only
happy accountants)
Benefits of AWS Lambda
7. Pay-per request
• Buy compute time in
100 ms increments for 21
microcents
• Request charge of 20 microcents
• No hourly, daily, or monthly
minimums
• No per-device fees
Never pay for idle!
Free Tier
1 million requests and 400,000 GBs of compute
every month, every customer
8. Using AWS Lambda
Bring your own code
• Node.js, Java, Python
• Bring your own libraries (even
native ones)
Simple resource model
• Select power rating from 128 MB
to 1.5 GB
• CPU and network allocated
proportionately
• Reports actual usage
Flexible authorization
• Securely grant access to
resources, including VPCs
• Fine-grained control over who
can call your functions
Flexible use
• Call or send events
• Integrated with other AWS
services
• Build whole serverless
ecosystems
9. Using AWS Lambda
Programming model
• AWS SDK built in (Python and
Node.js)
• Eclipse plugin (Java)
• Lambda is the “webserver”
• Use processes, threads, /tmp,
sockets normally
Stateless
• Persist data using Amazon
DynamoDB, S3, or ElastiCache
• No affinity to infrastructure
(can’t “log in to the box”)
Authoring functions
• Author directly using the
console WYSIWYG editor
• Package code as a .zip and
upload to Lambda or S3
• Plugins for Eclipse and Visual
Studio
• Command line tools
Monitoring and logging
• Built-in metrics for requests,
errors, latency, and throttles
• Built-in logs in Amazon
CloudWatch Logs
10. But what *is* AWS Lambda?
Linux containers as an implementation, not a programming or
deployment abstraction
• Process and network isolation, cgroups, seccomp, …
The world’s biggest bin-packing algorithm
• High speed, highly distributed work routing and placement
Predictive capacity management
• Purpose-built, massively scaled language runtime delivery service
11. Amazon API Gateway: Serverless APIs
Internet
Mobile apps
Websites
Services
AWS Lambda
functions
AWS
API Gateway
cache
Endpoints on
Amazon EC2
Any other publicly
accessible endpointAmazon
CloudWatch
Amazon
CloudFront
Amazon
API Gateway
12. Benefits of Amazon API Gateway
Create a unified API
front end for multiple
microservices
DDoS protection and
throttling for back-
end systems
Authenticate and
authorize requests
13. Microservices and AWS Lambda
AWS Lambda + Amazon API Gateway is the easiest
way to create microservices
Event handlers = one function per event type
Serverless backends = one function per API / path
Data processing = one function per data type
14. AWS Lambda, API Gateway, and AWS IoT regions
Available regions
17. Use case: Data processing
Example: Amazon S3 bucket triggers
Amazon S3 bucket events
Original object
Compressed object
1
2
3
AWS Lambda
18. Why functions are the right answer
Amazon
DynamoDB
Call Events
Customize
API
19. Use case: Automatically scalable back ends
1. AWS Mobile SDK + Amazon Cognito for mobile app
Or AWS IoT for devices
2. AWS Lambda runs the code
3. Amazon API Gateway (if you want your own endpoint)
4. Amazon DynamoDB holds the data
AWS Lambda
Amazon
DynamoDB
20. Serverless web app architecture
1. Amazon S3 for serving static content
2. AWS Lambda for dynamic content
3. Amazon API Gateway for https access
4. Amazon DynamoDB for NoSQL data storage
Dynamic content in
AWS Lambda
Data stored in
Amazon DynamoDB
API GatewayStatic content in
Amazon S3
21. Use case: New app ecosystems:
Alexa apps + Slack = serverless bots!
Alexa, tell Slack to
send, “I’m giving the
demo now.”
Message retrieval through scheduled
polling
Kevin says,
“Break a leg!”
Message upload
(via Slack API)
Team
(channel users)
Slack
23. re:Invent 2015
• Python
• Scheduled functions
• Longer running times (5 min.)
• Versioning
Recent launches
Since re:Invent
• Higher code storage limits (from 5 GB to
75 GB)
• Custom VPC
• 1-minute schedules
• Regional launch: Frankfurt and Sydney
• Node.js 4.3.2
• 1-click CORs setup
• Stage variables
• Custom (Lambda) authorizers
• Builtin Swagger import/export
• AWS CloudFormation support for API
Gateway and versions
New!
New!
24. AWS Lambda VPC basics
All Lambda functions run in a VPC, all the time
You never need to “turn on” security – it’s always on
You can also grant Lambda functions access to resources in your own VPC
How: Add VPC subnet IDs and security group IDs to the function config
Typical uses: RDB, ElastiCache, private EC2 endpoints
Allows access to peered VPCs, VPN endpoints, and private S3 endpoints
Functions configured for VPC access lose internet access…
unless you have managed NAT or a NAT instance in the VPC
…Even if you have “Auto-assign Public IP” enabled
…Even if you have an internet gateway set up in your VPC
…Even if your security group allows all outbound traffic
25. AWS Lambda VPC Best practices
VPC is optional – don’t turn in on unless you need it.
The ENIs used by Lambda’s VPC feature count against your
quota.
Ensure you have enough to match your peak concurrency levels
DO NOT delete or rename these ENIs! ☺
Ensure your subnets have enough IPs for those ENIs.
Specify at least one subnet in each Availability Zone
Otherwise, Lambda will obey, but can’t be as fault-tolerant.
27. Serverless Web App Architecture
Static Site in S3
www.servicecheck.com
Web Client API Gateway
/services
Lambda
servicePOST
Lambda
serviceGET
DynamoDB
services
28. The serverless compute manifesto
Functions are the unit of deployment and scaling.
No machines, VMs, or containers visible in the programming model.
Permanent storage lives elsewhere.
Scales per request. Users cannot over- or under-provision capacity.
Never pay for idle (no cold servers/containers or their costs).
Implicitly fault-tolerant because functions can run anywhere.
BYOC – Bring your own code.
Metrics and logging are a universal right.
31. @parallax Serverless Applications on AWS
Who we are
We help the world's top companies and most ambitious startups
build brilliant digital products, services and applications.
33. Enterprise
We designed and built a
native mobile application to
allow users to find and book
cars or vans on the move, get
directions, unlock the car
door and quickly get going.
The initial mobile app built
for City Car Club was such as
hit that when Enterprise
bought the company it was
top of their list to rebrand.
@parallax Serverless Applications on AWS
34. Gravit
Gravit is a professional web-
based design app that gives
designers and non-designers
the tools to create and share
great looking work. It’s been
featured in Forbes,
TechCrunch, Smashing
Magazine and countless
other publications.
@parallax Serverless Applications on AWS
35. British Airways
We built a bespoke
application to power large
amounts of LED advertising
billboards. The software
allows advertisers to easily
manage their advertising and
see reports.
@parallax
36. One Column
parall.ax
info@parall.ax
01133 226477
Subtitle
Lorem Ipsum is simply dummy text of the printing and typesetting industry.
Lorem Ipsum has a the industry's standard dummy text ever since the 1500s,
when an unknown printer took a galley of type and scrambled it to make a
type specimen book. It has survived not only five centuries, but also the leap
into electronic typesetting, remaining essentially unchanged.
Here is an example:
- Bullet Point one
- Bullet Point one
- Bullet Point one
It was popularised in the 1960s with the release of Letraset sheets containing
Lorem Ipsum passages, and more recently with desktop publishing software
like Aldus PageMaker including versions of Lorem Ipsum.
@parallax
37. “Everybody loved the idea, some little
geniuses created this app where you
can record your part.”
@parallax Serverless Applications on AWS
David Guetta
38.
39. “The longer I spent watching the intro video, the more
it looked like David sort of didn't want to be there. He
was shifting around on his chair like a man who'd just
nicked a Mars bar.”
– VICE
49. @parallax
Page lifecycle
Serverless Applications on AWS
1. User visits
HTTPS
GET /
S3 with
CloudFront
2. CSS & JS
HTTPS
GET
*.js
*.css
S3 with
CloudFront
index.html
3. Lang detect
API Gateway
w/
Lambda
HTTPS
GET
/users/
country
HTTPS
POST
/users/
update
4. User fills details
API Gateway
w/
Lambda
50. @parallax
Page lifecycle
Serverless Applications on AWS
5.
5. FB Login (optional)
HTTPS
GET api.facebook.com
Hits Facebook Hosted
Endpoint
via Facebook
Javascript SDK
6. YouTube
HTTPS
GET
youtube.com
YouTube iframe
{
“email”: “xyz”,
“profile_id”: 123
}
7. Start recording
API Gateway w/
Lambda
Responds with S3
upload token
HTTPS
GET
/recordings/token
Uploads directly to S3
bucket over HTTPS
using token
6.
7. 8.
HTTPS
POST
bucket.s3.amazon/UID/
recording-X.mp3
8. Upload recording
51. @parallax
Page lifecycle
Serverless Applications on AWS
9. Submit details
API Gateway w/
Lambda
10. Artwork gen
HTTPS
POST
/users/generate_
artwork
API Gateway w/
Lambda.
Create image, put on
S3, return S3 image
URL
11. Artwork display
CloudFront w/ S3
HTTPS
GET
/domain.com/UID.png
AddThis.js is populated
with the share texts,
and includes the S3
URL
HTTP
GET
addthis.com/file.js
HTTPS
POST
/users/
update
{ url:
“domain.com/
UID.png” }
10. 11.
12. Social share 13. Social share
HTTPS
GET
https://twitter.com/intent/
tweet?text=XYZ
12. 13.
Directly hits the social
media service
74. About us
Who we are
We’re a bunch of technologists and
creatives based in Leeds and London.
We help the world's top companies and
most ambitious startups build brilliant
digital products, services and
applications.