SlideShare une entreprise Scribd logo
1  sur  65
Télécharger pour lire hors ligne
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Using DevOps, Microservices, and
Serverless to Accelerate Innovation:
A Leadership Discussion
S R V 3 2 5
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS leadership team
Vice President
Serverless
David
Richardson
drr
Director
Containers and Linux
Deepak
Singh
deesingh
Director
AWS Developer Tools
Ken
Exner
exner
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
“We want to be a large company
that’s also an invention machine.
We want to combine the
extraordinary customer-serving
capabilities that are enabled by size
with the speed of movement,
nimbleness, and risk-acceptance
mentality normally associated with
entrepreneurial start-ups.”
—Jeff Bezos
CEO, Amazon
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Development transformation at Amazon: 2001-2002
monolithic application
+ teams
2001
Lesson learned: Decompose for agility
2002
microservices
+ 2 pizza teams
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Full ownership
Full accountability
“DevOps”
Focused innovation
Two-pizza teams
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What changes
have to be made
in this new world?
Architectural patterns
Operational model
Software delivery
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Changes to the architectural patterns
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
When the impact of change is small,
release velocity can increase
Monolith
Does everything
Microservices
Does one thing
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
MICROSERVICE
API
API
MICROSERVICE
MICROSERVICE
EVENT
API
MICROSERVICE
EVENT
API
MICROSERVICE
APPLICATION
Mobile client
Client
IoT
PERSISTENCE PERSISTENCE
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
APIs are the front door of microservices
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Manage APIs with API Gateway
Mobile apps
Websites
Services
Internet Amazon
CloudFront
Amazon CloudWatch
monitoring
API
Gateway
cache
Any other
AWS service
All publicly
accessible
endpoints
AWS
Lambda
functions
Endpoints
in your VPC
Regional API Endpoints
AWS Lambda
functions
Endpoints on
Amazon EC2
Your VPCAWS
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Coming soon: WebSockets support in Amazon API Gateway
Real-time two-way
communications
Managed persistence
Event-based triggers
Mobile apps
Chat
Dashboards
IoT devices
Amazon API Gateway
WebSockets API
Stateful
connection
Stateless
connection
Lambda
Functions
Public
Endpoints on
Amazon EC2
Amazon
Kinesis
Any other
AWS service
All publicly
accessible
endpoints
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Increase application availability
Constantly monitor the health of every resource
Dynamically update the location of each microservice
Increase developer productivity
Single registry for all app resources
Define resources with user-friendly names
Integration with Amazon container services
AWS Fargate
Amazon Elastic Compute Cloud (Amazon ECS)
Amazon Elastic Container Service for Kubernetes (Amazon EKS)
New: AWS Cloud Map
AWS
Cloud Map
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Observability and traffic control
Easily export logs, metrics, and traces
Client side traffic policies—circuit breaking, retries
Routes for deployments
Works across clusters and container services
Amazon ECS
Amazon EKS
Kubernetes on Amazon Elastic Compute Cloud (Amazon EC2)
AWS Fargate (coming soon!)
AWS built and run
No control plane to manage
Ease of operations
High scale
New: AWS App Mesh
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Event-driven architectures
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Decouple state from code using messaging
Queues
Simple
Fully managed
Any volume
Pub/sub
Simple
Fully managed
Flexible
Amazon Simple
Queue Service
Amazon Simple
Notification
Service
Messaging
Synchronization
Rapid
Fully managed
Real-time
Amazon
CloudWatch
Events
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
And data streams
Ingest
Data streams
Data processing
Real-time
Data Store
Microservices
Performance at scale
Fast and flexible
Amazon Kinesis
Data Streams
Amazon
Dynamo DB
Data stream capture
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
New: AWS Lambda supports Kinesis Data Streams
enhanced fan-out and HTTP/2 for faster streaming
Enhanced fan-out allows customers to scale the
number of functions reading from a stream in
parallel while maintaining performance
HTTP/2 data retrieval API improves data delivery
speed between data producers and Lambda
functions by more than 65%
Amazon Kinesis
Data Streams
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Track status of data
and execution
Remove
redundant code
Build workflows to orchestrate everything
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
New: Richer workflows
Simplify building workloads such as order processing,
report generation, and data analysis
Write and maintain less code; add services in minutes
More service integrations:
AWS Step
Functions
Amazon Simple
Notification
Service
Amazon Simple
Queue Service
Amazon
SageMaker
AWS Glue AWS Batch Amazon Elastic
Container Service
AWS Fargate
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Simpler integration, less code
With serverless
polling
With new
service integration
Start
End
Lambda
functions
Start
End
No
Lambda
functions
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Cloud-native architectures are small
pieces, loosely joined
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Changes to the operational model
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Isn’t all of this very hard now that
we have lots of pieces to operate?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS operational responsibility models
On-Premises Cloud
Less More
Compute Virtual Machine
Amazon EC2 AWS Elastic Beanstalk LambdaFargate
Databases MySQL MySQL on
Amazon EC2 Amazon RDS for MySQL Amazon RDS Amazon Aurora Serverless DynamoDB
Storage Storage
S3
Messaging ESBs
Amazon MQ Amazon Kinesis SQS / SNS
Analytics
Hadoop Hadoop on EC2 EMR Amazon Elasticsearch Service Amazon Athena
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Cluster huggers are the
new server huggers
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What is serverless?
No infrastructure provisioning,
no management
Automatic scaling
Pay for value Highly available and secure
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS
Lambda
AWS
Fargate
Amazon
API Gateway
Amazon
SNS
Amazon
SQS
AWS
Step Functions
COMPUTE
DATA STORES
INTEGRATION
Amazon Aurora
Serverless
Amazon
S3
Amazon
DynamoDB
AWS
AppSync
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Serverless compute engine
for containers
Long-running
Bring existing code
Fully managed orchestration
AWS Fargate
Let’s focus on compute for now
Serverless event-driven
code execution
Short-lived
All language runtimes
Data source integrations
AWS Lambda
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Comparison of operational responsibility
AWS Lambda
Serverless functions
AWS Fargate
Serverless containers
Amazon ECS/
Amazon EKS
Container-management as a service
Amazon EC2
Infrastructure-as-a-Service
More opinionated
Less opinionated
AWS manages Customer manages
• Data source integrations
• Physical hardware, software, networking,
and facilities
• Provisioning
• Application code
• Container orchestration, provisioning
• Cluster scaling
• Physical hardware, host OS/kernel,
networking, and facilities
• Application code
• Data source integrations
• Security config and updates, network config,
management tasks
• Container orchestration control plane
• Physical hardware software,
networking, and facilities
• Application code
• Data source integrations
• Work clusters
• Security config and updates, network config,
firewall, management tasks
• Physical hardware software,
networking, and facilities
• Application code
• Data source integrations
• Scaling
• Security config and updates, network config,
management tasks
• Provisioning, managing scaling and
patching of servers
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Making development easier with Lambda
Trillions of requests every month for hundreds of thousands of active customers
Accessible for
all developers
Enable new
application patterns
Greater
productivity
*New*: Support for all runtimes
with Lambda Layers and Runtime API
ISO, PCI, HIPAA, SOC, GDPR,
and FedRamp compliances
15 minute functions
SQS for Lambda
*New*: Automatic Load Balancing for Lambda
*New*: Support for Kinesis Data Streams
enhanced fan-out and HTTP/2
*New*: Toolkits for popular IDEs:
VSCode, IntelliJ, and PyCharm
Simplified deployment
with nested apps
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
New: Lambda Layers
Lets functions easily share code: Upload layer
once, reference within any function
Promote separation of responsibilities, lets
developers iterate faster on writing business logic
Built-in support for secure sharing by ecosystem
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
New: Custom Runtimes
Bring any Linux compatible language runtime
Powered by new Runtime API—Codifies the
runtime calling conventions and integration points
At launch, custom runtimes powering Ruby
support in Lambda, more runtimes from partners
(like Erlang)
Custom runtimes distributed as “layers”
Rule
Stack
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Serverless containers with Fargate
Fargate runs tens of millions of containers for AWS customers every week
Bring existing code Containers as first-class
primitive
Production ready
No changes required of existing
code, works with existing
workflows and microservices
built on Amazon ECS
Time and event-based scheduling,
network integration,
individually metered, and billed.
Native service discovery.
ISO, PCI, HIPAA, SOC compliant.
Launch tens or tens of thousands
of containers in seconds in
9 global regions (+7 in 2018)
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Recent launches—Containers
Amazon ECS Secrets management
Amazon ECS & Fargate Tagging & Cost Allocation
Amazon EKS ALB Ingress Controller
AWS App Mesh Preview (re:Invent launch)
Amazon ECS Cloud Map Integration (re:Invent launch)
CodeDeploy Amazon ECS Blue/Green Deployments (re:Invent launch)
Amazon EKS Upgrades (re:Invent launch)
Amazon ECS ARM Support (re:Invent launch)
Rule
Stack
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Coming soon for containers
Fargate
Secrets management
Log drivers (Splunk, gelf, fluentd, syslog)
PrivateLink support
Amazon ECS
PrivateLink Support
ENI density improvements
Multiple LBs per service
Amazon ECR
Tagging & cost allocation
Image scanning
Rule
Stack
Amazon EKS
CloudWatch logs
Service linked roles
IAM roles for pods
AWS App Mesh
Public Beta
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do we monitor and control all
of these microservices?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Putting logic inside each microservice is complex
Microservice
Application Code
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Easier: Decouple operational logic and SDKs
Application codeMicroservice
Proxy
Logic for:
Monitoring
Routing
Discovery
Deployment
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Easily deliver configuration and receive data
App
developer
Infra
operator Reporting
Intent
Proxy
Microservice
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Accelerating Fargate and Lambda with Firecracker
Security
AWS is open sourcing Firecracker to enable broad access and innovation
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Changes to the delivery of software
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do I develop and deploy code in a
serverless microservices architecture?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Four serverless microservices FAQs
for software delivery
How do I monitor
ephemeral resources in a
distributed architecture?
How do I codify
best practices?
How do I author
and debug Lambda
applications?
How do we manage the
release process for so
many services?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Monolith development lifecycle
MonitorReleaseTestBuild
Developers
Delivery pipelines
Services
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Monolith development lifecycle
MonitorReleaseTestBuild
Developers
Delivery pipelines
Services
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Microservice development lifecycle
Developers
Delivery pipelines
Services
MonitorReleaseTestBuild
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Microservice development lifecycle
???
Developers
Delivery pipelines
Services
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Microservice development lifecycle
Developers Services
MonitorReleaseTestBuild
Delivery pipelines
MonitorReleaseTestBuild
MonitorReleaseTestBuild
MonitorReleaseTestBuild
MonitorReleaseTestBuild
MonitorReleaseTestBuild
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How Amazon
does DevOps
(microservices, 2 pizza teams)
(governance, templates)
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
We released the AWS Developer Tools for CI/CD
AWS CodeBuild +
Third Party
AWS CodeCommit AWS CodeBuild AWS CodeDeploy AWS X-Ray
Source Build Test Deploy Monitor
AWS CodePipeline
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Developer Tools are focused on supporting
containers and Lambda
Support for Lambda
deployment with
AWS CodePipline and
AWS CloudFormation
Support for
rolling and
blue/green
Lambda
deployments
with AWS
CodeDeploy
Support for
Fargate and
Amazon ECS
deployments
in AWS
CodePipeline
AWS
CodePipeline
supports
Config for
improved
governance
*New*
AWS
CodePipeline
supports
Amazon ECR
as a source
*New*
Support for
blue/green
deployments
for Fargate
and Amazon
ECS with
AWS
CodeDeploy
2016 20182017
NOV NOV DEC OCT NOV NOV
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do I observe distributed and
ephemeral applications?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS X-Ray is built for modern applications
Analyze and debug
issues quickly
End-to-end view of
individual services
Identify customer
impact
Support for
Serverless
*New* X-Ray
Root Causes
*New* Support for
API Gateway
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do I edit and
debug my serverless
application code?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Author and debug Lambda applications on AWS
using your favorite IDEs
Python, Node
**New Today**
Python
Developer
Preview
Java, Python
Developer
Preview
.NET, Node
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How can we best model and provision our infrastructure?
Developer AWS
CodeCommit
AWS CodeBuild
AWS
CloudFormation
Amazon SNS
Amazon S3
bucket
AWS
Stack
Stack
Stack
Pre-create
Create stacks
Post-create
Deploy
AWS CodePipeline
Region
Region
Region
cfn-nag
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Developer PreviewAWS Cloud Development Kit (Amazon CDK)
AWS CDK application AWS
CloudFormation
template
Stack(s)
Construct Construct
Resources
AWS
CloudFormation
Amazon Simple
Queue Service
Lambda Amazon S3
bucket
DynamoDB
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Application models simplify building serverless and
containerized applications
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Conclusion
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
We are building a cloud that best supports your
modern application development needs, and we are
innovating across the entire stack: From the
hypervisor layer to the application construction layer.
Thank you!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
drr, Deepak, and Ken
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

Contenu connexe

Tendances

Tendances (20)

Autonomous DevSecOps: Five Steps to a Self-Driving Cloud (ENT214-S) - AWS re:...
Autonomous DevSecOps: Five Steps to a Self-Driving Cloud (ENT214-S) - AWS re:...Autonomous DevSecOps: Five Steps to a Self-Driving Cloud (ENT214-S) - AWS re:...
Autonomous DevSecOps: Five Steps to a Self-Driving Cloud (ENT214-S) - AWS re:...
 
Security, Risk and Compliance of Your Cloud Journey - Tel Aviv Summit 2018
Security, Risk and Compliance of Your Cloud Journey - Tel Aviv Summit 2018Security, Risk and Compliance of Your Cloud Journey - Tel Aviv Summit 2018
Security, Risk and Compliance of Your Cloud Journey - Tel Aviv Summit 2018
 
SRV315 Building Enterprise-Grade Serverless Apps
 SRV315 Building Enterprise-Grade Serverless Apps SRV315 Building Enterprise-Grade Serverless Apps
SRV315 Building Enterprise-Grade Serverless Apps
 
Best Practices for Centrally Monitoring Resource Configuration & Compliance (...
Best Practices for Centrally Monitoring Resource Configuration & Compliance (...Best Practices for Centrally Monitoring Resource Configuration & Compliance (...
Best Practices for Centrally Monitoring Resource Configuration & Compliance (...
 
How Amazon.com Migrates Inventory Management Systems (DAT346) - AWS re:Invent...
How Amazon.com Migrates Inventory Management Systems (DAT346) - AWS re:Invent...How Amazon.com Migrates Inventory Management Systems (DAT346) - AWS re:Invent...
How Amazon.com Migrates Inventory Management Systems (DAT346) - AWS re:Invent...
 
All About the Customer: GraphQL & Real-Time Subscriptions in Customer Service...
All About the Customer: GraphQL & Real-Time Subscriptions in Customer Service...All About the Customer: GraphQL & Real-Time Subscriptions in Customer Service...
All About the Customer: GraphQL & Real-Time Subscriptions in Customer Service...
 
Another Week, Another Million Containers on Amazon EC2 (CMP376) - AWS re:Inve...
Another Week, Another Million Containers on Amazon EC2 (CMP376) - AWS re:Inve...Another Week, Another Million Containers on Amazon EC2 (CMP376) - AWS re:Inve...
Another Week, Another Million Containers on Amazon EC2 (CMP376) - AWS re:Inve...
 
AWS and Symantec: Cyber Defense at Scale (SEC311-S) - AWS re:Invent 2018
AWS and Symantec: Cyber Defense at Scale (SEC311-S) - AWS re:Invent 2018AWS and Symantec: Cyber Defense at Scale (SEC311-S) - AWS re:Invent 2018
AWS and Symantec: Cyber Defense at Scale (SEC311-S) - AWS re:Invent 2018
 
Extending Data Centers to the Cloud: Connectivity Options and Best Practices ...
Extending Data Centers to the Cloud: Connectivity Options and Best Practices ...Extending Data Centers to the Cloud: Connectivity Options and Best Practices ...
Extending Data Centers to the Cloud: Connectivity Options and Best Practices ...
 
Optimizing Costs as You Scale on AWS (ENT302) - AWS re:Invent 2018
Optimizing Costs as You Scale on AWS (ENT302) - AWS re:Invent 2018Optimizing Costs as You Scale on AWS (ENT302) - AWS re:Invent 2018
Optimizing Costs as You Scale on AWS (ENT302) - AWS re:Invent 2018
 
ENT201 Simplifying Microsoft Architectures with AWS Services
ENT201 Simplifying Microsoft Architectures with AWS ServicesENT201 Simplifying Microsoft Architectures with AWS Services
ENT201 Simplifying Microsoft Architectures with AWS Services
 
Mastering Identity at Every Layer of the Cake (SEC401-R1) - AWS re:Invent 2018
Mastering Identity at Every Layer of the Cake (SEC401-R1) - AWS re:Invent 2018Mastering Identity at Every Layer of the Cake (SEC401-R1) - AWS re:Invent 2018
Mastering Identity at Every Layer of the Cake (SEC401-R1) - AWS re:Invent 2018
 
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
 
SRV316 Serverless Data Processing at Scale: An Amazon.com Case Study
 SRV316 Serverless Data Processing at Scale: An Amazon.com Case Study SRV316 Serverless Data Processing at Scale: An Amazon.com Case Study
SRV316 Serverless Data Processing at Scale: An Amazon.com Case Study
 
A Chronicle of Airbnb Architecture Evolution (ARC407) - AWS re:Invent 2018
A Chronicle of Airbnb Architecture Evolution (ARC407) - AWS re:Invent 2018A Chronicle of Airbnb Architecture Evolution (ARC407) - AWS re:Invent 2018
A Chronicle of Airbnb Architecture Evolution (ARC407) - AWS re:Invent 2018
 
Machine Learning at the IoT Edge (IOT214) - AWS re:Invent 2018
Machine Learning at the IoT Edge (IOT214) - AWS re:Invent 2018Machine Learning at the IoT Edge (IOT214) - AWS re:Invent 2018
Machine Learning at the IoT Edge (IOT214) - AWS re:Invent 2018
 
Enterprise DevOps: Patterns of Efficiency (ENT311-R1) - AWS re:Invent 2018
Enterprise DevOps: Patterns of Efficiency (ENT311-R1) - AWS re:Invent 2018Enterprise DevOps: Patterns of Efficiency (ENT311-R1) - AWS re:Invent 2018
Enterprise DevOps: Patterns of Efficiency (ENT311-R1) - AWS re:Invent 2018
 
ENT305 Compliance and Cloud Security for Regulated Industries
ENT305 Compliance and Cloud Security for Regulated IndustriesENT305 Compliance and Cloud Security for Regulated Industries
ENT305 Compliance and Cloud Security for Regulated Industries
 
What's New with the AWS CLI (DEV322-R1) - AWS re:Invent 2018
What's New with the AWS CLI (DEV322-R1) - AWS re:Invent 2018What's New with the AWS CLI (DEV322-R1) - AWS re:Invent 2018
What's New with the AWS CLI (DEV322-R1) - AWS re:Invent 2018
 
SRV209 Monitor Cross-Account and Cross-Region Compliance Status with AWS Config
SRV209 Monitor Cross-Account and Cross-Region Compliance Status with AWS ConfigSRV209 Monitor Cross-Account and Cross-Region Compliance Status with AWS Config
SRV209 Monitor Cross-Account and Cross-Region Compliance Status with AWS Config
 

Similaire à Leadership Session: Using DevOps, Microservices, and Serverless to Accelerate Innovation (SRV325) - AWS re:Invent 2018

Similaire à Leadership Session: Using DevOps, Microservices, and Serverless to Accelerate Innovation (SRV325) - AWS re:Invent 2018 (20)

Getting Started with Serverless Architectures
Getting Started with Serverless ArchitecturesGetting Started with Serverless Architectures
Getting Started with Serverless Architectures
 
The Future of Enterprise Applications is Serverless (ENT314-R1) - AWS re:Inve...
The Future of Enterprise Applications is Serverless (ENT314-R1) - AWS re:Inve...The Future of Enterprise Applications is Serverless (ENT314-R1) - AWS re:Inve...
The Future of Enterprise Applications is Serverless (ENT314-R1) - AWS re:Inve...
 
Serverless - State of the Union
Serverless - State of the UnionServerless - State of the Union
Serverless - State of the Union
 
Serverless Developer Experience
Serverless Developer ExperienceServerless Developer Experience
Serverless Developer Experience
 
The Serverless Tidal Wave - SwampUP 2018 Keynote
The Serverless Tidal Wave - SwampUP 2018 KeynoteThe Serverless Tidal Wave - SwampUP 2018 Keynote
The Serverless Tidal Wave - SwampUP 2018 Keynote
 
Serverless Architectural Patterns and Best Practices
Serverless Architectural Patterns and Best PracticesServerless Architectural Patterns and Best Practices
Serverless Architectural Patterns and Best Practices
 
Microservices for Startups
Microservices for StartupsMicroservices for Startups
Microservices for Startups
 
Driving Innovation with Serverless Applications (GPSBUS212) - AWS re:Invent 2018
Driving Innovation with Serverless Applications (GPSBUS212) - AWS re:Invent 2018Driving Innovation with Serverless Applications (GPSBUS212) - AWS re:Invent 2018
Driving Innovation with Serverless Applications (GPSBUS212) - AWS re:Invent 2018
 
Vonage & Aspect: Transform Real-Time Communications & Customer Engagement (TL...
Vonage & Aspect: Transform Real-Time Communications & Customer Engagement (TL...Vonage & Aspect: Transform Real-Time Communications & Customer Engagement (TL...
Vonage & Aspect: Transform Real-Time Communications & Customer Engagement (TL...
 
Serverless Architectural Patterns
Serverless Architectural PatternsServerless Architectural Patterns
Serverless Architectural Patterns
 
Building and Deploying .Net Applications on AWS
Building and Deploying .Net Applications on AWSBuilding and Deploying .Net Applications on AWS
Building and Deploying .Net Applications on AWS
 
Building Microservices with Containers (CON308-R1) - AWS re:Invent 2018
Building Microservices with Containers (CON308-R1) - AWS re:Invent 2018Building Microservices with Containers (CON308-R1) - AWS re:Invent 2018
Building Microservices with Containers (CON308-R1) - AWS re:Invent 2018
 
SRV205 Architectures and Strategies for Building Modern Applications on AWS
 SRV205 Architectures and Strategies for Building Modern Applications on AWS SRV205 Architectures and Strategies for Building Modern Applications on AWS
SRV205 Architectures and Strategies for Building Modern Applications on AWS
 
Building API Driven Microservices
Building API Driven MicroservicesBuilding API Driven Microservices
Building API Driven Microservices
 
Serverless applications with AWS
Serverless applications with AWSServerless applications with AWS
Serverless applications with AWS
 
Building Modern Applications on AWS.pptx
Building Modern Applications on AWS.pptxBuilding Modern Applications on AWS.pptx
Building Modern Applications on AWS.pptx
 
Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech T...
Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech T...Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech T...
Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech T...
 
Deep Dive into AWS X-Ray: Monitor Modern Applications (DEV324) - AWS re:Inven...
Deep Dive into AWS X-Ray: Monitor Modern Applications (DEV324) - AWS re:Inven...Deep Dive into AWS X-Ray: Monitor Modern Applications (DEV324) - AWS re:Inven...
Deep Dive into AWS X-Ray: Monitor Modern Applications (DEV324) - AWS re:Inven...
 
Scaling and Automating DevOps with CloudBees and Spot Instances (GPSTEC310) -...
Scaling and Automating DevOps with CloudBees and Spot Instances (GPSTEC310) -...Scaling and Automating DevOps with CloudBees and Spot Instances (GPSTEC310) -...
Scaling and Automating DevOps with CloudBees and Spot Instances (GPSTEC310) -...
 
Enterprise Security
Enterprise SecurityEnterprise Security
Enterprise Security
 

Plus de Amazon Web Services

Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
Amazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
Amazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
Amazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
Amazon Web Services
 

Plus de Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 

Leadership Session: Using DevOps, Microservices, and Serverless to Accelerate Innovation (SRV325) - AWS re:Invent 2018

  • 1.
  • 2. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Using DevOps, Microservices, and Serverless to Accelerate Innovation: A Leadership Discussion S R V 3 2 5
  • 3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS leadership team Vice President Serverless David Richardson drr Director Containers and Linux Deepak Singh deesingh Director AWS Developer Tools Ken Exner exner
  • 4. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. “We want to be a large company that’s also an invention machine. We want to combine the extraordinary customer-serving capabilities that are enabled by size with the speed of movement, nimbleness, and risk-acceptance mentality normally associated with entrepreneurial start-ups.” —Jeff Bezos CEO, Amazon © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 5. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Development transformation at Amazon: 2001-2002 monolithic application + teams 2001 Lesson learned: Decompose for agility 2002 microservices + 2 pizza teams
  • 6. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Full ownership Full accountability “DevOps” Focused innovation Two-pizza teams
  • 7. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. What changes have to be made in this new world? Architectural patterns Operational model Software delivery
  • 8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Changes to the architectural patterns
  • 9. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. When the impact of change is small, release velocity can increase Monolith Does everything Microservices Does one thing
  • 10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. MICROSERVICE API API MICROSERVICE MICROSERVICE EVENT API MICROSERVICE EVENT API MICROSERVICE APPLICATION Mobile client Client IoT PERSISTENCE PERSISTENCE
  • 11. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. APIs are the front door of microservices
  • 12. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Manage APIs with API Gateway Mobile apps Websites Services Internet Amazon CloudFront Amazon CloudWatch monitoring API Gateway cache Any other AWS service All publicly accessible endpoints AWS Lambda functions Endpoints in your VPC Regional API Endpoints AWS Lambda functions Endpoints on Amazon EC2 Your VPCAWS
  • 13. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Coming soon: WebSockets support in Amazon API Gateway Real-time two-way communications Managed persistence Event-based triggers Mobile apps Chat Dashboards IoT devices Amazon API Gateway WebSockets API Stateful connection Stateless connection Lambda Functions Public Endpoints on Amazon EC2 Amazon Kinesis Any other AWS service All publicly accessible endpoints
  • 14. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Increase application availability Constantly monitor the health of every resource Dynamically update the location of each microservice Increase developer productivity Single registry for all app resources Define resources with user-friendly names Integration with Amazon container services AWS Fargate Amazon Elastic Compute Cloud (Amazon ECS) Amazon Elastic Container Service for Kubernetes (Amazon EKS) New: AWS Cloud Map AWS Cloud Map
  • 15. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Observability and traffic control Easily export logs, metrics, and traces Client side traffic policies—circuit breaking, retries Routes for deployments Works across clusters and container services Amazon ECS Amazon EKS Kubernetes on Amazon Elastic Compute Cloud (Amazon EC2) AWS Fargate (coming soon!) AWS built and run No control plane to manage Ease of operations High scale New: AWS App Mesh
  • 16. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Event-driven architectures
  • 17. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Decouple state from code using messaging Queues Simple Fully managed Any volume Pub/sub Simple Fully managed Flexible Amazon Simple Queue Service Amazon Simple Notification Service Messaging Synchronization Rapid Fully managed Real-time Amazon CloudWatch Events
  • 18. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. And data streams Ingest Data streams Data processing Real-time Data Store Microservices Performance at scale Fast and flexible Amazon Kinesis Data Streams Amazon Dynamo DB Data stream capture
  • 19. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. New: AWS Lambda supports Kinesis Data Streams enhanced fan-out and HTTP/2 for faster streaming Enhanced fan-out allows customers to scale the number of functions reading from a stream in parallel while maintaining performance HTTP/2 data retrieval API improves data delivery speed between data producers and Lambda functions by more than 65% Amazon Kinesis Data Streams
  • 20. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Track status of data and execution Remove redundant code Build workflows to orchestrate everything
  • 21. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. New: Richer workflows Simplify building workloads such as order processing, report generation, and data analysis Write and maintain less code; add services in minutes More service integrations: AWS Step Functions Amazon Simple Notification Service Amazon Simple Queue Service Amazon SageMaker AWS Glue AWS Batch Amazon Elastic Container Service AWS Fargate
  • 22. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Simpler integration, less code With serverless polling With new service integration Start End Lambda functions Start End No Lambda functions
  • 23. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Cloud-native architectures are small pieces, loosely joined
  • 24. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Changes to the operational model
  • 25. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Isn’t all of this very hard now that we have lots of pieces to operate?
  • 26. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS operational responsibility models On-Premises Cloud Less More Compute Virtual Machine Amazon EC2 AWS Elastic Beanstalk LambdaFargate Databases MySQL MySQL on Amazon EC2 Amazon RDS for MySQL Amazon RDS Amazon Aurora Serverless DynamoDB Storage Storage S3 Messaging ESBs Amazon MQ Amazon Kinesis SQS / SNS Analytics Hadoop Hadoop on EC2 EMR Amazon Elasticsearch Service Amazon Athena
  • 27. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Cluster huggers are the new server huggers
  • 28. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. What is serverless? No infrastructure provisioning, no management Automatic scaling Pay for value Highly available and secure
  • 29. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Lambda AWS Fargate Amazon API Gateway Amazon SNS Amazon SQS AWS Step Functions COMPUTE DATA STORES INTEGRATION Amazon Aurora Serverless Amazon S3 Amazon DynamoDB AWS AppSync
  • 30. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Serverless compute engine for containers Long-running Bring existing code Fully managed orchestration AWS Fargate Let’s focus on compute for now Serverless event-driven code execution Short-lived All language runtimes Data source integrations AWS Lambda
  • 31. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Comparison of operational responsibility AWS Lambda Serverless functions AWS Fargate Serverless containers Amazon ECS/ Amazon EKS Container-management as a service Amazon EC2 Infrastructure-as-a-Service More opinionated Less opinionated AWS manages Customer manages • Data source integrations • Physical hardware, software, networking, and facilities • Provisioning • Application code • Container orchestration, provisioning • Cluster scaling • Physical hardware, host OS/kernel, networking, and facilities • Application code • Data source integrations • Security config and updates, network config, management tasks • Container orchestration control plane • Physical hardware software, networking, and facilities • Application code • Data source integrations • Work clusters • Security config and updates, network config, firewall, management tasks • Physical hardware software, networking, and facilities • Application code • Data source integrations • Scaling • Security config and updates, network config, management tasks • Provisioning, managing scaling and patching of servers
  • 32. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Making development easier with Lambda Trillions of requests every month for hundreds of thousands of active customers Accessible for all developers Enable new application patterns Greater productivity *New*: Support for all runtimes with Lambda Layers and Runtime API ISO, PCI, HIPAA, SOC, GDPR, and FedRamp compliances 15 minute functions SQS for Lambda *New*: Automatic Load Balancing for Lambda *New*: Support for Kinesis Data Streams enhanced fan-out and HTTP/2 *New*: Toolkits for popular IDEs: VSCode, IntelliJ, and PyCharm Simplified deployment with nested apps
  • 33. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. New: Lambda Layers Lets functions easily share code: Upload layer once, reference within any function Promote separation of responsibilities, lets developers iterate faster on writing business logic Built-in support for secure sharing by ecosystem
  • 34. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. New: Custom Runtimes Bring any Linux compatible language runtime Powered by new Runtime API—Codifies the runtime calling conventions and integration points At launch, custom runtimes powering Ruby support in Lambda, more runtimes from partners (like Erlang) Custom runtimes distributed as “layers” Rule Stack
  • 35. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Serverless containers with Fargate Fargate runs tens of millions of containers for AWS customers every week Bring existing code Containers as first-class primitive Production ready No changes required of existing code, works with existing workflows and microservices built on Amazon ECS Time and event-based scheduling, network integration, individually metered, and billed. Native service discovery. ISO, PCI, HIPAA, SOC compliant. Launch tens or tens of thousands of containers in seconds in 9 global regions (+7 in 2018)
  • 36. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Recent launches—Containers Amazon ECS Secrets management Amazon ECS & Fargate Tagging & Cost Allocation Amazon EKS ALB Ingress Controller AWS App Mesh Preview (re:Invent launch) Amazon ECS Cloud Map Integration (re:Invent launch) CodeDeploy Amazon ECS Blue/Green Deployments (re:Invent launch) Amazon EKS Upgrades (re:Invent launch) Amazon ECS ARM Support (re:Invent launch) Rule Stack
  • 37. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Coming soon for containers Fargate Secrets management Log drivers (Splunk, gelf, fluentd, syslog) PrivateLink support Amazon ECS PrivateLink Support ENI density improvements Multiple LBs per service Amazon ECR Tagging & cost allocation Image scanning Rule Stack Amazon EKS CloudWatch logs Service linked roles IAM roles for pods AWS App Mesh Public Beta
  • 38. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do we monitor and control all of these microservices?
  • 39. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Putting logic inside each microservice is complex Microservice Application Code
  • 40. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Easier: Decouple operational logic and SDKs Application codeMicroservice Proxy Logic for: Monitoring Routing Discovery Deployment
  • 41. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Easily deliver configuration and receive data App developer Infra operator Reporting Intent Proxy Microservice
  • 42. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Accelerating Fargate and Lambda with Firecracker Security AWS is open sourcing Firecracker to enable broad access and innovation
  • 43. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Changes to the delivery of software
  • 44. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do I develop and deploy code in a serverless microservices architecture?
  • 45. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Four serverless microservices FAQs for software delivery How do I monitor ephemeral resources in a distributed architecture? How do I codify best practices? How do I author and debug Lambda applications? How do we manage the release process for so many services?
  • 46. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Monolith development lifecycle MonitorReleaseTestBuild Developers Delivery pipelines Services
  • 47. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Monolith development lifecycle MonitorReleaseTestBuild Developers Delivery pipelines Services
  • 48. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Microservice development lifecycle Developers Delivery pipelines Services MonitorReleaseTestBuild
  • 49. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Microservice development lifecycle ??? Developers Delivery pipelines Services
  • 50. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Microservice development lifecycle Developers Services MonitorReleaseTestBuild Delivery pipelines MonitorReleaseTestBuild MonitorReleaseTestBuild MonitorReleaseTestBuild MonitorReleaseTestBuild MonitorReleaseTestBuild
  • 51. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How Amazon does DevOps (microservices, 2 pizza teams) (governance, templates)
  • 52. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. We released the AWS Developer Tools for CI/CD AWS CodeBuild + Third Party AWS CodeCommit AWS CodeBuild AWS CodeDeploy AWS X-Ray Source Build Test Deploy Monitor AWS CodePipeline
  • 53. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Developer Tools are focused on supporting containers and Lambda Support for Lambda deployment with AWS CodePipline and AWS CloudFormation Support for rolling and blue/green Lambda deployments with AWS CodeDeploy Support for Fargate and Amazon ECS deployments in AWS CodePipeline AWS CodePipeline supports Config for improved governance *New* AWS CodePipeline supports Amazon ECR as a source *New* Support for blue/green deployments for Fargate and Amazon ECS with AWS CodeDeploy 2016 20182017 NOV NOV DEC OCT NOV NOV
  • 54. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do I observe distributed and ephemeral applications?
  • 55. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS X-Ray is built for modern applications Analyze and debug issues quickly End-to-end view of individual services Identify customer impact Support for Serverless *New* X-Ray Root Causes *New* Support for API Gateway
  • 56. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do I edit and debug my serverless application code?
  • 57. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Author and debug Lambda applications on AWS using your favorite IDEs Python, Node **New Today** Python Developer Preview Java, Python Developer Preview .NET, Node
  • 58. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 59. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How can we best model and provision our infrastructure? Developer AWS CodeCommit AWS CodeBuild AWS CloudFormation Amazon SNS Amazon S3 bucket AWS Stack Stack Stack Pre-create Create stacks Post-create Deploy AWS CodePipeline Region Region Region cfn-nag
  • 60. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Developer PreviewAWS Cloud Development Kit (Amazon CDK) AWS CDK application AWS CloudFormation template Stack(s) Construct Construct Resources AWS CloudFormation Amazon Simple Queue Service Lambda Amazon S3 bucket DynamoDB
  • 61. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Application models simplify building serverless and containerized applications
  • 62. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Conclusion
  • 63. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. We are building a cloud that best supports your modern application development needs, and we are innovating across the entire stack: From the hypervisor layer to the application construction layer.
  • 64. Thank you! © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. drr, Deepak, and Ken
  • 65. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.