SlideShare a Scribd company logo
© 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Julien Simon, Principal Technical Evangelist
julsimon@amazon.fr
@julsimon
13/04/2016
AWS User Group Turkey
AWS Code{Commit,Deploy,Pipeline}
Based on DVO202 from AWS re:Invent 2015
What to expect from the session
The Amazon DevOps story
Developer tools for everyone
•  AWS CodeDeploy
•  AWS CodePipeline
•  AWS CodeCommit
End-to-end demo with a simple web application
What is DevOps?
DevOps = anything that automates, accelerates,
strengthens this lifecycle
developers customers
releasetestbuild
plan monitor
delivery pipeline
feedback loop
Software development lifecycle
©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved
The Amazon DevOps story
AWS CodeCommit, CodeDeploy & CodePipeline
Monolith development lifecycle
developers
releasetestbuild
delivery pipelineapp
Service-Oriented
Architecture (SOA)
Single-purpose
Connected through APIs
Highly decoupled
“Microservices”
Two-pizza teams
Full ownership
Full accountability
Aligned incentives
“DevOps”
Missing tools
developers delivery pipelineservices
???
Self-service
Technology-agnostic
Encourage best
practices
Single-purpose services
Deployment service
No downtime
deployments
Health tracking
Versioned artifacts and
rollbacks
Pipelines
Continuous delivery
Automated release
process
Faster and more reliable
releases
>90% of teams
Microservice development lifecycle
developers delivery pipelinesservices
releasetestbuild
releasetestbuild
releasetestbuild
releasetestbuild
releasetestbuild
releasetestbuild
= 50 million deployments a year
(1.5 deployment every second)
Thousands of teams
× Microservice architecture
× Continuous delivery
× Multiple environments
How can others do this?
Setting up a delivery pipeline
Testing Staging Production
deploy
deploy
deploy
Source Build
release
AWS CodeDeploy
AWS CodePipeline
AWS
CodeCommit
©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved
AWS Code Services
AWS CodeCommit
Use standard Git tools
Scalability, availability, and durability of Amazon S3
Encryption at rest with customer-specific keys
git	
  pull/push	
   CodeCommit
Git objects in
Amazon S3
Git index in
Amazon
DynamoDB
Encryption key
in AWS KMS
SSH or HTTPS
AWS CodeDeploy
Easy and reliable deployments (zero downtime)
Scale with ease
Deploy to any server
Test
CodeDeployv1, v2, v3
Production
Dev
AWS CodeDeploy and EC2 Instances
•  CodeDeploy requires an agent, available for Linux
and Windows
•  CodeDeploy can deploy to:
•  On-premise instances (configuration required)
•  Existing EC2 instances (configuration required)
•  New EC2 instances pre-configured for CodeDeploy thanks to a
CloudFormation templates (no configuration required)
AWS CodeDeploy Key Components
Revision: versioned code + application specification file (AppSpec)
Deployment group: a set of individual instances with a specific tag
Deployment configuration: a set of rules and conditions used during a
deployment
Application: a name pointing to a revision, a deployment group and a
deployment configuration
AWS CodeDeploy Key Components
AWS CodePipeline
Connect to best-of-breed tools
Accelerate your release process
Consistently verify each release
Build
1) Build
2) Unit test
1) Deploy
2) UI test
Source Beta Production
1) Deploy
2) Perf test
Gamma
1) Deploy canary
2) Deploy region 1
3) Deploy region 2
1) Pull
AWS CodePipeline Key Components
Stage: a specific part of the pipeline (source, build, etc.), containing a
sequence of actions
Action: a task performed on an artifact in a stage. Actions occur in a
specified order, in sequence or in parallel
Revision: a change made to a source that is configured in a source action
Transition: moving a revision to the next stage in the pipeline
AWS CodePipeline Key Components
AWS Code partners
Hands on with the AWS Code services
CodeCommit
source control
CodePipeline
continuous delivery
CodeDeploy
automated deployment
https://blogs.aws.amazon.com/application-management/post/Tx2CIB02ZO05ZII/
Explore-Continuous-Delivery-in-AWS-with-the-Pipeline-Starter-Kit
Next steps
DEEP DIVE ON CODE DEPLOY @ AWS re:Invent 2015
AWS CodeDeploy: Automating Your Software Deployments
(DVO306)
LEARN MORE
aws.amazon.com/awscode
AWS CodeDeploy & CodePipeline User Guides
GET STARTED
console.aws.amazon.com J
Thank you!
Julien Simon, Principal Technical Evangelist
julsimon@amazon.fr
@julsimon

More Related Content

What's hot (20)

Introduction to Ansible
Introduction to AnsibleIntroduction to Ansible
Introduction to Ansible
Knoldus Inc.
 
ansible why ?
ansible why ?ansible why ?
ansible why ?
Yashar Esmaildokht
 
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Janusz Nowak
 
DevOps Powerpoint Presentation Slides
DevOps Powerpoint Presentation SlidesDevOps Powerpoint Presentation Slides
DevOps Powerpoint Presentation Slides
SlideTeam
 
Introduction to Azure DevOps
Introduction to Azure DevOpsIntroduction to Azure DevOps
Introduction to Azure DevOps
Lorenzo Barbieri
 
Ansible Automation Platform.pdf
Ansible Automation Platform.pdfAnsible Automation Platform.pdf
Ansible Automation Platform.pdf
VuHoangAnh14
 
Cloud Native Application
Cloud Native ApplicationCloud Native Application
Cloud Native Application
VMUG IT
 
Docker introduction
Docker introductionDocker introduction
Docker introduction
Phuc Nguyen
 
Getting started with containers on Azure
Getting started with containers on AzureGetting started with containers on Azure
Getting started with containers on Azure
Microsoft Tech Community
 
Monitoring using Prometheus and Grafana
Monitoring using Prometheus and GrafanaMonitoring using Prometheus and Grafana
Monitoring using Prometheus and Grafana
Arvind Kumar G.S
 
Cloud Native In-Depth
Cloud Native In-DepthCloud Native In-Depth
Cloud Native In-Depth
Siva Rama Krishna Chunduru
 
Introduction to kubernetes
Introduction to kubernetesIntroduction to kubernetes
Introduction to kubernetes
Rishabh Indoria
 
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | EdurekaDevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
Edureka!
 
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | EdurekaCodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
Edureka!
 
Serverless computing with AWS Lambda
Serverless computing with AWS Lambda Serverless computing with AWS Lambda
Serverless computing with AWS Lambda
Apigee | Google Cloud
 
Azure DevOps Presentation
Azure DevOps PresentationAzure DevOps Presentation
Azure DevOps Presentation
InCycleSoftware
 
Modern CI/CD Pipeline Using Azure DevOps
Modern CI/CD Pipeline Using Azure DevOpsModern CI/CD Pipeline Using Azure DevOps
Modern CI/CD Pipeline Using Azure DevOps
GlobalLogic Ukraine
 
The Ideal Approach to Application Modernization; Which Way to the Cloud?
The Ideal Approach to Application Modernization; Which Way to the Cloud?The Ideal Approach to Application Modernization; Which Way to the Cloud?
The Ideal Approach to Application Modernization; Which Way to the Cloud?
Codit
 
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
Edureka!
 
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Simplilearn
 
Introduction to Ansible
Introduction to AnsibleIntroduction to Ansible
Introduction to Ansible
Knoldus Inc.
 
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Janusz Nowak
 
DevOps Powerpoint Presentation Slides
DevOps Powerpoint Presentation SlidesDevOps Powerpoint Presentation Slides
DevOps Powerpoint Presentation Slides
SlideTeam
 
Introduction to Azure DevOps
Introduction to Azure DevOpsIntroduction to Azure DevOps
Introduction to Azure DevOps
Lorenzo Barbieri
 
Ansible Automation Platform.pdf
Ansible Automation Platform.pdfAnsible Automation Platform.pdf
Ansible Automation Platform.pdf
VuHoangAnh14
 
Cloud Native Application
Cloud Native ApplicationCloud Native Application
Cloud Native Application
VMUG IT
 
Docker introduction
Docker introductionDocker introduction
Docker introduction
Phuc Nguyen
 
Monitoring using Prometheus and Grafana
Monitoring using Prometheus and GrafanaMonitoring using Prometheus and Grafana
Monitoring using Prometheus and Grafana
Arvind Kumar G.S
 
Introduction to kubernetes
Introduction to kubernetesIntroduction to kubernetes
Introduction to kubernetes
Rishabh Indoria
 
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | EdurekaDevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
DevOps vs Agile | DevOps Tutorial For Beginners | DevOps Training | Edureka
Edureka!
 
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | EdurekaCodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
CodeBuild CodePipeline CodeDeploy CodeCommit in AWS | Edureka
Edureka!
 
Serverless computing with AWS Lambda
Serverless computing with AWS Lambda Serverless computing with AWS Lambda
Serverless computing with AWS Lambda
Apigee | Google Cloud
 
Azure DevOps Presentation
Azure DevOps PresentationAzure DevOps Presentation
Azure DevOps Presentation
InCycleSoftware
 
Modern CI/CD Pipeline Using Azure DevOps
Modern CI/CD Pipeline Using Azure DevOpsModern CI/CD Pipeline Using Azure DevOps
Modern CI/CD Pipeline Using Azure DevOps
GlobalLogic Ukraine
 
The Ideal Approach to Application Modernization; Which Way to the Cloud?
The Ideal Approach to Application Modernization; Which Way to the Cloud?The Ideal Approach to Application Modernization; Which Way to the Cloud?
The Ideal Approach to Application Modernization; Which Way to the Cloud?
Codit
 
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
What is Docker | Docker Tutorial for Beginners | Docker Container | DevOps To...
Edureka!
 
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Ansible Tutorial For Beginners | What Is Ansible And How It Works? | Ansible ...
Simplilearn
 

Similar to AWS CodeCommit, CodeDeploy & CodePipeline (20)

DevOps with Amazon Web Services (November 2016)
DevOps with Amazon Web Services (November 2016)DevOps with Amazon Web Services (November 2016)
DevOps with Amazon Web Services (November 2016)
Julien SIMON
 
Devops with Amazon Web Services (January 2017)
Devops with Amazon Web Services (January 2017)Devops with Amazon Web Services (January 2017)
Devops with Amazon Web Services (January 2017)
Julien SIMON
 
CI&CD with AWS - AWS Prague User Group - May 2015
CI&CD with AWS - AWS Prague User Group - May 2015CI&CD with AWS - AWS Prague User Group - May 2015
CI&CD with AWS - AWS Prague User Group - May 2015
Vladimir Simek
 
Continuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web ServicesContinuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web Services
Julien SIMON
 
A Pathway to Continuous Integration/Continuous Delivery on AWS
A Pathway to Continuous Integration/Continuous Delivery on AWSA Pathway to Continuous Integration/Continuous Delivery on AWS
A Pathway to Continuous Integration/Continuous Delivery on AWS
Bhuvaneswari Subramani
 
Transformational DevOps with AWS Native Tools
Transformational DevOps with AWS Native ToolsTransformational DevOps with AWS Native Tools
Transformational DevOps with AWS Native Tools
Bhuvaneswari Subramani
 
DevOps and AWS - Code PaLOUsa 2017
DevOps and AWS  - Code PaLOUsa 2017DevOps and AWS  - Code PaLOUsa 2017
DevOps and AWS - Code PaLOUsa 2017
James Strong
 
20201012 - Serverless Architecture Conference - Deploying serverless applicat...
20201012 - Serverless Architecture Conference - Deploying serverless applicat...20201012 - Serverless Architecture Conference - Deploying serverless applicat...
20201012 - Serverless Architecture Conference - Deploying serverless applicat...
Marcia Villalba
 
AWS Code{Commit,Deploy,Pipeline} (June 2016)
 AWS Code{Commit,Deploy,Pipeline} (June 2016) AWS Code{Commit,Deploy,Pipeline} (June 2016)
AWS Code{Commit,Deploy,Pipeline} (June 2016)
Julien SIMON
 
Devops on AWS
Devops on AWSDevops on AWS
Devops on AWS
AWS Riyadh User Group
 
Community day _aws_ci_cd_v0.2
Community day _aws_ci_cd_v0.2Community day _aws_ci_cd_v0.2
Community day _aws_ci_cd_v0.2
VijayaNirmalaGopal
 
DevOps and AWS
DevOps and AWSDevOps and AWS
DevOps and AWS
Shiva Narayanaswamy
 
Increasing pace as you grow: the Amazon Story
Increasing pace as you grow: the Amazon StoryIncreasing pace as you grow: the Amazon Story
Increasing pace as you grow: the Amazon Story
Adrian Hornsby
 
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
Bhuvaneswari Subramani
 
DevOps On AWS - Deep Dive on Continuous Delivery
DevOps On AWS - Deep Dive on Continuous DeliveryDevOps On AWS - Deep Dive on Continuous Delivery
DevOps On AWS - Deep Dive on Continuous Delivery
Mikhail Prudnikov
 
CI&CD on AWS - Meetup Roma Oct 2016
CI&CD on AWS - Meetup Roma Oct 2016CI&CD on AWS - Meetup Roma Oct 2016
CI&CD on AWS - Meetup Roma Oct 2016
Paolo latella
 
Aws Deployment Tools - Overview, Details, Implementation
Aws Deployment Tools - Overview, Details, ImplementationAws Deployment Tools - Overview, Details, Implementation
Aws Deployment Tools - Overview, Details, Implementation
serkancapkan
 
CI/CD on AWS
CI/CD on AWSCI/CD on AWS
CI/CD on AWS
Bhargav Amin
 
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
Bhuvaneswari Subramani
 
CI/CD Pipelines for Your Infrastructure...as Code!
CI/CD Pipelines for Your Infrastructure...as Code!CI/CD Pipelines for Your Infrastructure...as Code!
CI/CD Pipelines for Your Infrastructure...as Code!
Harvey Bendaña
 
DevOps with Amazon Web Services (November 2016)
DevOps with Amazon Web Services (November 2016)DevOps with Amazon Web Services (November 2016)
DevOps with Amazon Web Services (November 2016)
Julien SIMON
 
Devops with Amazon Web Services (January 2017)
Devops with Amazon Web Services (January 2017)Devops with Amazon Web Services (January 2017)
Devops with Amazon Web Services (January 2017)
Julien SIMON
 
CI&CD with AWS - AWS Prague User Group - May 2015
CI&CD with AWS - AWS Prague User Group - May 2015CI&CD with AWS - AWS Prague User Group - May 2015
CI&CD with AWS - AWS Prague User Group - May 2015
Vladimir Simek
 
Continuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web ServicesContinuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web Services
Julien SIMON
 
A Pathway to Continuous Integration/Continuous Delivery on AWS
A Pathway to Continuous Integration/Continuous Delivery on AWSA Pathway to Continuous Integration/Continuous Delivery on AWS
A Pathway to Continuous Integration/Continuous Delivery on AWS
Bhuvaneswari Subramani
 
Transformational DevOps with AWS Native Tools
Transformational DevOps with AWS Native ToolsTransformational DevOps with AWS Native Tools
Transformational DevOps with AWS Native Tools
Bhuvaneswari Subramani
 
DevOps and AWS - Code PaLOUsa 2017
DevOps and AWS  - Code PaLOUsa 2017DevOps and AWS  - Code PaLOUsa 2017
DevOps and AWS - Code PaLOUsa 2017
James Strong
 
20201012 - Serverless Architecture Conference - Deploying serverless applicat...
20201012 - Serverless Architecture Conference - Deploying serverless applicat...20201012 - Serverless Architecture Conference - Deploying serverless applicat...
20201012 - Serverless Architecture Conference - Deploying serverless applicat...
Marcia Villalba
 
AWS Code{Commit,Deploy,Pipeline} (June 2016)
 AWS Code{Commit,Deploy,Pipeline} (June 2016) AWS Code{Commit,Deploy,Pipeline} (June 2016)
AWS Code{Commit,Deploy,Pipeline} (June 2016)
Julien SIMON
 
Increasing pace as you grow: the Amazon Story
Increasing pace as you grow: the Amazon StoryIncreasing pace as you grow: the Amazon Story
Increasing pace as you grow: the Amazon Story
Adrian Hornsby
 
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
CI CD using AWS Developer Tools @ AWS Community Day Bengaluru 2018
Bhuvaneswari Subramani
 
DevOps On AWS - Deep Dive on Continuous Delivery
DevOps On AWS - Deep Dive on Continuous DeliveryDevOps On AWS - Deep Dive on Continuous Delivery
DevOps On AWS - Deep Dive on Continuous Delivery
Mikhail Prudnikov
 
CI&CD on AWS - Meetup Roma Oct 2016
CI&CD on AWS - Meetup Roma Oct 2016CI&CD on AWS - Meetup Roma Oct 2016
CI&CD on AWS - Meetup Roma Oct 2016
Paolo latella
 
Aws Deployment Tools - Overview, Details, Implementation
Aws Deployment Tools - Overview, Details, ImplementationAws Deployment Tools - Overview, Details, Implementation
Aws Deployment Tools - Overview, Details, Implementation
serkancapkan
 
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
CI CD using AWS Developer Tools @ AWS Community Day Chennai 2019
Bhuvaneswari Subramani
 
CI/CD Pipelines for Your Infrastructure...as Code!
CI/CD Pipelines for Your Infrastructure...as Code!CI/CD Pipelines for Your Infrastructure...as Code!
CI/CD Pipelines for Your Infrastructure...as Code!
Harvey Bendaña
 
Ad

More from Julien SIMON (20)

deep_dive_multihead_latent_attention.pdf
deep_dive_multihead_latent_attention.pdfdeep_dive_multihead_latent_attention.pdf
deep_dive_multihead_latent_attention.pdf
Julien SIMON
 
Deep Dive: Model Distillation with DistillKit
Deep Dive: Model Distillation with DistillKitDeep Dive: Model Distillation with DistillKit
Deep Dive: Model Distillation with DistillKit
Julien SIMON
 
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and SpectrumDeep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Julien SIMON
 
Building High-Quality Domain-Specific Models with Mergekit
Building High-Quality Domain-Specific Models with MergekitBuilding High-Quality Domain-Specific Models with Mergekit
Building High-Quality Domain-Specific Models with Mergekit
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Julien Simon - Deep Dive: Compiling Deep Learning Models
Julien Simon - Deep Dive: Compiling Deep Learning ModelsJulien Simon - Deep Dive: Compiling Deep Learning Models
Julien Simon - Deep Dive: Compiling Deep Learning Models
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Julien Simon - Deep Dive - Optimizing LLM Inference
Julien Simon - Deep Dive - Optimizing LLM InferenceJulien Simon - Deep Dive - Optimizing LLM Inference
Julien Simon - Deep Dive - Optimizing LLM Inference
Julien SIMON
 
Julien Simon - Deep Dive - Accelerating Models with Better Attention Layers
Julien Simon - Deep Dive - Accelerating  Models with Better Attention LayersJulien Simon - Deep Dive - Accelerating  Models with Better Attention Layers
Julien Simon - Deep Dive - Accelerating Models with Better Attention Layers
Julien SIMON
 
Julien Simon - Deep Dive - Quantizing LLMs
Julien Simon - Deep Dive - Quantizing LLMsJulien Simon - Deep Dive - Quantizing LLMs
Julien Simon - Deep Dive - Quantizing LLMs
Julien SIMON
 
Julien Simon - Deep Dive - Model Merging
Julien Simon - Deep Dive - Model MergingJulien Simon - Deep Dive - Model Merging
Julien Simon - Deep Dive - Model Merging
Julien SIMON
 
An introduction to computer vision with Hugging Face
An introduction to computer vision with Hugging FaceAn introduction to computer vision with Hugging Face
An introduction to computer vision with Hugging Face
Julien SIMON
 
Reinventing Deep Learning
 with Hugging Face Transformers
Reinventing Deep Learning
 with Hugging Face TransformersReinventing Deep Learning
 with Hugging Face Transformers
Reinventing Deep Learning
 with Hugging Face Transformers
Julien SIMON
 
Building NLP applications with Transformers
Building NLP applications with TransformersBuilding NLP applications with Transformers
Building NLP applications with Transformers
Julien SIMON
 
Building Machine Learning Models Automatically (June 2020)
Building Machine Learning Models Automatically (June 2020)Building Machine Learning Models Automatically (June 2020)
Building Machine Learning Models Automatically (June 2020)
Julien SIMON
 
Starting your AI/ML project right (May 2020)
Starting your AI/ML project right (May 2020)Starting your AI/ML project right (May 2020)
Starting your AI/ML project right (May 2020)
Julien SIMON
 
Scale Machine Learning from zero to millions of users (April 2020)
Scale Machine Learning from zero to millions of users (April 2020)Scale Machine Learning from zero to millions of users (April 2020)
Scale Machine Learning from zero to millions of users (April 2020)
Julien SIMON
 
An Introduction to Generative Adversarial Networks (April 2020)
An Introduction to Generative Adversarial Networks (April 2020)An Introduction to Generative Adversarial Networks (April 2020)
An Introduction to Generative Adversarial Networks (April 2020)
Julien SIMON
 
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
Julien SIMON
 
deep_dive_multihead_latent_attention.pdf
deep_dive_multihead_latent_attention.pdfdeep_dive_multihead_latent_attention.pdf
deep_dive_multihead_latent_attention.pdf
Julien SIMON
 
Deep Dive: Model Distillation with DistillKit
Deep Dive: Model Distillation with DistillKitDeep Dive: Model Distillation with DistillKit
Deep Dive: Model Distillation with DistillKit
Julien SIMON
 
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and SpectrumDeep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Deep Dive: Parameter-Efficient Model Adaptation with LoRA and Spectrum
Julien SIMON
 
Building High-Quality Domain-Specific Models with Mergekit
Building High-Quality Domain-Specific Models with MergekitBuilding High-Quality Domain-Specific Models with Mergekit
Building High-Quality Domain-Specific Models with Mergekit
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Julien Simon - Deep Dive: Compiling Deep Learning Models
Julien Simon - Deep Dive: Compiling Deep Learning ModelsJulien Simon - Deep Dive: Compiling Deep Learning Models
Julien Simon - Deep Dive: Compiling Deep Learning Models
Julien SIMON
 
Tailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use CasesTailoring Small Language Models for Enterprise Use Cases
Tailoring Small Language Models for Enterprise Use Cases
Julien SIMON
 
Julien Simon - Deep Dive - Optimizing LLM Inference
Julien Simon - Deep Dive - Optimizing LLM InferenceJulien Simon - Deep Dive - Optimizing LLM Inference
Julien Simon - Deep Dive - Optimizing LLM Inference
Julien SIMON
 
Julien Simon - Deep Dive - Accelerating Models with Better Attention Layers
Julien Simon - Deep Dive - Accelerating  Models with Better Attention LayersJulien Simon - Deep Dive - Accelerating  Models with Better Attention Layers
Julien Simon - Deep Dive - Accelerating Models with Better Attention Layers
Julien SIMON
 
Julien Simon - Deep Dive - Quantizing LLMs
Julien Simon - Deep Dive - Quantizing LLMsJulien Simon - Deep Dive - Quantizing LLMs
Julien Simon - Deep Dive - Quantizing LLMs
Julien SIMON
 
Julien Simon - Deep Dive - Model Merging
Julien Simon - Deep Dive - Model MergingJulien Simon - Deep Dive - Model Merging
Julien Simon - Deep Dive - Model Merging
Julien SIMON
 
An introduction to computer vision with Hugging Face
An introduction to computer vision with Hugging FaceAn introduction to computer vision with Hugging Face
An introduction to computer vision with Hugging Face
Julien SIMON
 
Reinventing Deep Learning
 with Hugging Face Transformers
Reinventing Deep Learning
 with Hugging Face TransformersReinventing Deep Learning
 with Hugging Face Transformers
Reinventing Deep Learning
 with Hugging Face Transformers
Julien SIMON
 
Building NLP applications with Transformers
Building NLP applications with TransformersBuilding NLP applications with Transformers
Building NLP applications with Transformers
Julien SIMON
 
Building Machine Learning Models Automatically (June 2020)
Building Machine Learning Models Automatically (June 2020)Building Machine Learning Models Automatically (June 2020)
Building Machine Learning Models Automatically (June 2020)
Julien SIMON
 
Starting your AI/ML project right (May 2020)
Starting your AI/ML project right (May 2020)Starting your AI/ML project right (May 2020)
Starting your AI/ML project right (May 2020)
Julien SIMON
 
Scale Machine Learning from zero to millions of users (April 2020)
Scale Machine Learning from zero to millions of users (April 2020)Scale Machine Learning from zero to millions of users (April 2020)
Scale Machine Learning from zero to millions of users (April 2020)
Julien SIMON
 
An Introduction to Generative Adversarial Networks (April 2020)
An Introduction to Generative Adversarial Networks (April 2020)An Introduction to Generative Adversarial Networks (April 2020)
An Introduction to Generative Adversarial Networks (April 2020)
Julien SIMON
 
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
AIM410R1 Deep learning applications with TensorFlow, featuring Fannie Mae (De...
Julien SIMON
 
Ad

Recently uploaded (20)

Introduction to Typescript - GDG On Campus EUE
Introduction to Typescript - GDG On Campus EUEIntroduction to Typescript - GDG On Campus EUE
Introduction to Typescript - GDG On Campus EUE
Google Developer Group On Campus European Universities in Egypt
 
TrustArc Webinar - 2025 Global Privacy Survey
TrustArc Webinar - 2025 Global Privacy SurveyTrustArc Webinar - 2025 Global Privacy Survey
TrustArc Webinar - 2025 Global Privacy Survey
TrustArc
 
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
SOFTTECHHUB
 
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdfENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
Muhammad Rizwan Akram
 
Bridging the divide: A conversation on tariffs today in the book industry - T...
Bridging the divide: A conversation on tariffs today in the book industry - T...Bridging the divide: A conversation on tariffs today in the book industry - T...
Bridging the divide: A conversation on tariffs today in the book industry - T...
BookNet Canada
 
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdfcnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
AmirStern2
 
Murdledescargadarkweb.pdfvolumen1 100 elementary
Murdledescargadarkweb.pdfvolumen1 100 elementaryMurdledescargadarkweb.pdfvolumen1 100 elementary
Murdledescargadarkweb.pdfvolumen1 100 elementary
JorgeSemperteguiMont
 
vertical-cnc-processing-centers-drillteq-v-200-en.pdf
vertical-cnc-processing-centers-drillteq-v-200-en.pdfvertical-cnc-processing-centers-drillteq-v-200-en.pdf
vertical-cnc-processing-centers-drillteq-v-200-en.pdf
AmirStern2
 
Oracle Cloud Infrastructure Generative AI Professional
Oracle Cloud Infrastructure Generative AI ProfessionalOracle Cloud Infrastructure Generative AI Professional
Oracle Cloud Infrastructure Generative AI Professional
VICTOR MAESTRE RAMIREZ
 
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptxFIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Alliance
 
Your startup on AWS - How to architect and maintain a Lean and Mean account
Your startup on AWS - How to architect and maintain a Lean and Mean accountYour startup on AWS - How to architect and maintain a Lean and Mean account
Your startup on AWS - How to architect and maintain a Lean and Mean account
angelo60207
 
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
Edge AI and Vision Alliance
 
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Anish Kumar
 
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptxFIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Alliance
 
Down the Rabbit Hole – Solving 5 Training Roadblocks
Down the Rabbit Hole – Solving 5 Training RoadblocksDown the Rabbit Hole – Solving 5 Training Roadblocks
Down the Rabbit Hole – Solving 5 Training Roadblocks
Rustici Software
 
Providing an OGC API Processes REST Interface for FME Flow
Providing an OGC API Processes REST Interface for FME FlowProviding an OGC API Processes REST Interface for FME Flow
Providing an OGC API Processes REST Interface for FME Flow
Safe Software
 
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
NTT DATA Technology & Innovation
 
FIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance Seminar State of Passkeys.pptxFIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance
 
Agentic AI: Beyond the Buzz- LangGraph Studio V2
Agentic AI: Beyond the Buzz- LangGraph Studio V2Agentic AI: Beyond the Buzz- LangGraph Studio V2
Agentic AI: Beyond the Buzz- LangGraph Studio V2
Shashikant Jagtap
 
Your startup on AWS - How to architect and maintain a Lean and Mean account J...
Your startup on AWS - How to architect and maintain a Lean and Mean account J...Your startup on AWS - How to architect and maintain a Lean and Mean account J...
Your startup on AWS - How to architect and maintain a Lean and Mean account J...
angelo60207
 
TrustArc Webinar - 2025 Global Privacy Survey
TrustArc Webinar - 2025 Global Privacy SurveyTrustArc Webinar - 2025 Global Privacy Survey
TrustArc Webinar - 2025 Global Privacy Survey
TrustArc
 
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...
SOFTTECHHUB
 
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdfENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
ENERGY CONSUMPTION CALCULATION IN ENERGY-EFFICIENT AIR CONDITIONER.pdf
Muhammad Rizwan Akram
 
Bridging the divide: A conversation on tariffs today in the book industry - T...
Bridging the divide: A conversation on tariffs today in the book industry - T...Bridging the divide: A conversation on tariffs today in the book industry - T...
Bridging the divide: A conversation on tariffs today in the book industry - T...
BookNet Canada
 
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdfcnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
cnc-drilling-dowel-inserting-machine-drillteq-d-510-english.pdf
AmirStern2
 
Murdledescargadarkweb.pdfvolumen1 100 elementary
Murdledescargadarkweb.pdfvolumen1 100 elementaryMurdledescargadarkweb.pdfvolumen1 100 elementary
Murdledescargadarkweb.pdfvolumen1 100 elementary
JorgeSemperteguiMont
 
vertical-cnc-processing-centers-drillteq-v-200-en.pdf
vertical-cnc-processing-centers-drillteq-v-200-en.pdfvertical-cnc-processing-centers-drillteq-v-200-en.pdf
vertical-cnc-processing-centers-drillteq-v-200-en.pdf
AmirStern2
 
Oracle Cloud Infrastructure Generative AI Professional
Oracle Cloud Infrastructure Generative AI ProfessionalOracle Cloud Infrastructure Generative AI Professional
Oracle Cloud Infrastructure Generative AI Professional
VICTOR MAESTRE RAMIREZ
 
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptxFIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Alliance
 
Your startup on AWS - How to architect and maintain a Lean and Mean account
Your startup on AWS - How to architect and maintain a Lean and Mean accountYour startup on AWS - How to architect and maintain a Lean and Mean account
Your startup on AWS - How to architect and maintain a Lean and Mean account
angelo60207
 
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
“Why It’s Critical to Have an Integrated Development Methodology for Edge AI,...
Edge AI and Vision Alliance
 
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Scaling GenAI Inference From Prototype to Production: Real-World Lessons in S...
Anish Kumar
 
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptxFIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Alliance
 
Down the Rabbit Hole – Solving 5 Training Roadblocks
Down the Rabbit Hole – Solving 5 Training RoadblocksDown the Rabbit Hole – Solving 5 Training Roadblocks
Down the Rabbit Hole – Solving 5 Training Roadblocks
Rustici Software
 
Providing an OGC API Processes REST Interface for FME Flow
Providing an OGC API Processes REST Interface for FME FlowProviding an OGC API Processes REST Interface for FME Flow
Providing an OGC API Processes REST Interface for FME Flow
Safe Software
 
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
Can We Use Rust to Develop Extensions for PostgreSQL? (POSETTE: An Event for ...
NTT DATA Technology & Innovation
 
FIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance Seminar State of Passkeys.pptxFIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance Seminar State of Passkeys.pptx
FIDO Alliance
 
Agentic AI: Beyond the Buzz- LangGraph Studio V2
Agentic AI: Beyond the Buzz- LangGraph Studio V2Agentic AI: Beyond the Buzz- LangGraph Studio V2
Agentic AI: Beyond the Buzz- LangGraph Studio V2
Shashikant Jagtap
 
Your startup on AWS - How to architect and maintain a Lean and Mean account J...
Your startup on AWS - How to architect and maintain a Lean and Mean account J...Your startup on AWS - How to architect and maintain a Lean and Mean account J...
Your startup on AWS - How to architect and maintain a Lean and Mean account J...
angelo60207
 

AWS CodeCommit, CodeDeploy & CodePipeline

  • 1. © 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Julien Simon, Principal Technical Evangelist [email protected] @julsimon 13/04/2016 AWS User Group Turkey AWS Code{Commit,Deploy,Pipeline} Based on DVO202 from AWS re:Invent 2015
  • 2. What to expect from the session The Amazon DevOps story Developer tools for everyone •  AWS CodeDeploy •  AWS CodePipeline •  AWS CodeCommit End-to-end demo with a simple web application
  • 3. What is DevOps? DevOps = anything that automates, accelerates, strengthens this lifecycle developers customers releasetestbuild plan monitor delivery pipeline feedback loop Software development lifecycle
  • 4. ©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved The Amazon DevOps story
  • 8. Two-pizza teams Full ownership Full accountability Aligned incentives “DevOps”
  • 9. Missing tools developers delivery pipelineservices ???
  • 11. Deployment service No downtime deployments Health tracking Versioned artifacts and rollbacks
  • 12. Pipelines Continuous delivery Automated release process Faster and more reliable releases >90% of teams
  • 13. Microservice development lifecycle developers delivery pipelinesservices releasetestbuild releasetestbuild releasetestbuild releasetestbuild releasetestbuild releasetestbuild
  • 14. = 50 million deployments a year (1.5 deployment every second) Thousands of teams × Microservice architecture × Continuous delivery × Multiple environments
  • 15. How can others do this?
  • 16. Setting up a delivery pipeline Testing Staging Production deploy deploy deploy Source Build release AWS CodeDeploy AWS CodePipeline AWS CodeCommit
  • 17. ©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved AWS Code Services
  • 18. AWS CodeCommit Use standard Git tools Scalability, availability, and durability of Amazon S3 Encryption at rest with customer-specific keys git  pull/push   CodeCommit Git objects in Amazon S3 Git index in Amazon DynamoDB Encryption key in AWS KMS SSH or HTTPS
  • 19. AWS CodeDeploy Easy and reliable deployments (zero downtime) Scale with ease Deploy to any server Test CodeDeployv1, v2, v3 Production Dev
  • 20. AWS CodeDeploy and EC2 Instances •  CodeDeploy requires an agent, available for Linux and Windows •  CodeDeploy can deploy to: •  On-premise instances (configuration required) •  Existing EC2 instances (configuration required) •  New EC2 instances pre-configured for CodeDeploy thanks to a CloudFormation templates (no configuration required)
  • 21. AWS CodeDeploy Key Components Revision: versioned code + application specification file (AppSpec) Deployment group: a set of individual instances with a specific tag Deployment configuration: a set of rules and conditions used during a deployment Application: a name pointing to a revision, a deployment group and a deployment configuration
  • 22. AWS CodeDeploy Key Components
  • 23. AWS CodePipeline Connect to best-of-breed tools Accelerate your release process Consistently verify each release Build 1) Build 2) Unit test 1) Deploy 2) UI test Source Beta Production 1) Deploy 2) Perf test Gamma 1) Deploy canary 2) Deploy region 1 3) Deploy region 2 1) Pull
  • 24. AWS CodePipeline Key Components Stage: a specific part of the pipeline (source, build, etc.), containing a sequence of actions Action: a task performed on an artifact in a stage. Actions occur in a specified order, in sequence or in parallel Revision: a change made to a source that is configured in a source action Transition: moving a revision to the next stage in the pipeline
  • 25. AWS CodePipeline Key Components
  • 27. Hands on with the AWS Code services CodeCommit source control CodePipeline continuous delivery CodeDeploy automated deployment https://blogs.aws.amazon.com/application-management/post/Tx2CIB02ZO05ZII/ Explore-Continuous-Delivery-in-AWS-with-the-Pipeline-Starter-Kit
  • 28. Next steps DEEP DIVE ON CODE DEPLOY @ AWS re:Invent 2015 AWS CodeDeploy: Automating Your Software Deployments (DVO306) LEARN MORE aws.amazon.com/awscode AWS CodeDeploy & CodePipeline User Guides GET STARTED console.aws.amazon.com J
  • 29. Thank you! Julien Simon, Principal Technical Evangelist [email protected] @julsimon