SlideShare a Scribd company logo
1 of 45
Download to read offline
© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
AWS OpsWorks Under the Hood
Jonathan Weiss
@jweiss
Amazon Web Services
“Integrated application management
service on EC2 – powered by Chef”
Chef Setup
Chef Client/Zero
&
OpsWorks Backend
Chef Client
&
Chef Server
OpsWorks Architecture
OpsWorks
Backend
OpsWorks
Agent
EC2, EBS, EIP, VPC, ELB, …
Auto-Scaling, Auto-Healing,…
On-instance execution via
Chef client/zero
Command
JSON
Command
Log+Status
Chef Setup in OpsWorks
•  Supported Chef versions: 0.9, 11.4 or 11.10
•  Built-in convenience cookbooks / bring your own
•  Chef run is triggered by life cycle event firing
•  Event comes with stack state JSON
Stacks & Layers
Modeling in OpsWorks
Layers
Group of instances with common behavior & settings
–  Recipes / run_list
–  Settings / attributes
–  Similar to Chef role
Built-in Layers
Open Source at http://github.com/aws/opsworks-cookbooks
Rails MySQL
PHP HAProxy
Node.js Memcached
Java Ganglia
Custom Layers
Define your own layers and their run_list
–  Erlang app server
–  Cassandra DB cluster
–  C daemon
–  Custom PHP install
–  …
Custom Layers
Custom Layers
Custom Layers
Event Life Cycle
Events
Events are triggered when your stack changes:
•  Give you fine-grained control
•  Faster to execute
•  Context: run_list per event per layer (aka role)
Life Cycle Events
1
6
setup configure deploy undeploy shutdown
Instance Life Cycle
new
Instance Life Cycle
new
Instance Life Cycle
new
online
setup
configure
Instance Life Cycle
new
online
setup
configure
deploy
Instance Life Cycle
new/stopped
online
setup
configure
terminating
shutting
down
deploy
configure
Setup Event
•  Sent when instance boots
•  Includes deploy event
•  Use for initial installation
of software & services
Setup Event – Recipe Execution Order
AWS
OpsWorks
setup recipes
Your setup
recipes
AWS
OpsWorks
deploy recipes
Your deploy
recipes
Configure Event
•  Sent to all instances when
any instance enters or
leaves online state
•  Use for making sure the
configuration is up-to-date
Deploy Event
•  Sent you deploy via UI/API
also part of each setup
•  Use for custom deployment
Undeploy Event
•  Sent via UI/API when
apps are deleted
•  Use to remove apps from
running instances
Shutdown Event
•  Sent when an instance
is shut down
•  ~45s to execute
•  Use for clean shutdown
Stack State JSON
Each event gets JSON / attributes that define the
current stack state:
node[:opsworks]
node[:opsworks][:layers]
node[:opsworks][:instance]
node[:opsworks][:stack]
Chef Integration
Search
Stack state JSON available through search
search(:node, “name:web1”)
search(:node, “name:web*”)
Attributes generated on nodes are not available
Search
appserver = search(:node, "role:php-app").first
Chef::Log.info(”Private IP: #{appserver[:private_ip]}")
Exposes: hostname/fqdn, IP/DNS, private IP/DNS,
instance type, AMI ID, AZ, …
Roles
OpsWorks layers mapped as roles
search(:node, “role:rails-app”)
search(:node, “role:custom-foo”)
Complete role functionality depends on supporting a
“full” chef repo
Data Bags
Define in custom JSON
{
"opsworks": {
"data_bags": {
"bag_name1": {
"item_name1: {
"key1" : “value1”,
"key2" : “value2”,
...
}
},
"bag_name2": {
"item_name1": {
"key1" : “value1”,
"key2" : “value2”,
...
}
},
...
}
}
}
{
"opsworks": {
"data_bags": {
"myapp": {
"mysql": {
"username": "default-user",
"password": "default-pass"
}
}
}
}
}
mything = data_bag_item("myapp", "mysql")
Chef::Log.info("username: #{mything['username']}")
Recipe
Custom
JSON
Encrypted Data Bags
Not supported – Alternative handling:
•  Upload encrypted JSON to S3
•  Have instances access via IAM roles in a recipe
Store Secrets on Amazon S3
Access from instance via IAM instance profiles
bucket = node['acme']['bucket']
key = node['acme']['key']
s3 = AWS::S3.new
obj = s3.buckets[bucket].objects[key]
obj.read
Berkshelf Integration
Enable Berkshelf in stack settings
Supports any version, ships pre-compiled for some
Berkshelf Integration
Cookbook directories
/opt/aws/opsworks/current/cookbooks
/opt/aws/opsworks/current/site-cookbooks
/opt/aws/opsworks/current/berkshelf-cookbooks
Berksfile
cookbook 'apt'
cookbook 'bluepill', '>= 2.3.1'
cookbook 'ark', git: 'git://github.com/opscode-cookbooks/ark.git'
cookbook 'build-essential', '>= 1.4.2', 
git: 'git://github.com/opscode-cookbooks/build-essential.git', 
tag: 'v1.4.2'
Environments
•  OpsWorks only supports the implicit _default env
•  We are looking into adding proper env support
Recap
Main Differences To Chef Server
•  One run vs. discrete events
•  Push vs. pull
•  Discovery: search & AWS OpsWorks attribute tree
•  Encrypted data bags
•  Environments & roles
AWS OpsWorks
•  Life cycle framework
•  Highly customizable –
in the end everything is a Chef run
•  Expect us to integrate more over time
More information about AWS OpsWorks
•  Follow us on twitter @AWSOpsWorks
•  Find us on YouTube
•  Docs: http://aws.amazon.com/documentation/opsworks
•  Blog: http://blogs.aws.amazon.com/application-management
Thank You@jweiss
aws.amazon.com/opsworks

More Related Content

What's hot

TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
Amazon Web Services
 
Optimizing CakePHP 2.x Apps
Optimizing CakePHP 2.x AppsOptimizing CakePHP 2.x Apps
Optimizing CakePHP 2.x Apps
Juan Basso
 
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
Amazon Web Services
 
Amazon Elastic Beanstalk
Amazon Elastic BeanstalkAmazon Elastic Beanstalk
Amazon Elastic Beanstalk
Eberhard Wolff
 

What's hot (20)

Amazon SWF and Gordon
Amazon SWF and GordonAmazon SWF and Gordon
Amazon SWF and Gordon
 
DevOps for the Enterprise: Automating Deployments
DevOps for the Enterprise: Automating DeploymentsDevOps for the Enterprise: Automating Deployments
DevOps for the Enterprise: Automating Deployments
 
(DVO308) Docker & ECS in Production: How We Migrated Our Infrastructure from ...
(DVO308) Docker & ECS in Production: How We Migrated Our Infrastructure from ...(DVO308) Docker & ECS in Production: How We Migrated Our Infrastructure from ...
(DVO308) Docker & ECS in Production: How We Migrated Our Infrastructure from ...
 
AWS Elastic Beanstalk - Running Microservices and Docker
AWS Elastic Beanstalk - Running Microservices and DockerAWS Elastic Beanstalk - Running Microservices and Docker
AWS Elastic Beanstalk - Running Microservices and Docker
 
Automating your Infrastructure Deployment with AWS CloudFormation and AWS Ops...
Automating your Infrastructure Deployment with AWS CloudFormation and AWS Ops...Automating your Infrastructure Deployment with AWS CloudFormation and AWS Ops...
Automating your Infrastructure Deployment with AWS CloudFormation and AWS Ops...
 
Deploy, Manage, and Scale your Apps with AWS Elastic Beanstalk
Deploy, Manage, and Scale your Apps with AWS Elastic BeanstalkDeploy, Manage, and Scale your Apps with AWS Elastic Beanstalk
Deploy, Manage, and Scale your Apps with AWS Elastic Beanstalk
 
TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
TLS303 How to Deploy Python Applications on AWS Elastic Beanstalk - AWS re:In...
 
Optimizing CakePHP 2.x Apps
Optimizing CakePHP 2.x AppsOptimizing CakePHP 2.x Apps
Optimizing CakePHP 2.x Apps
 
Deploy, Scale and Manage your Application with AWS Elastic Beanstalk
Deploy, Scale and Manage your Application with AWS Elastic BeanstalkDeploy, Scale and Manage your Application with AWS Elastic Beanstalk
Deploy, Scale and Manage your Application with AWS Elastic Beanstalk
 
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
Managing Docker & ECS Based Applications with AWS Elastic Beanstalk - DevDay ...
 
Amazon EC2 Container Service: Deep Dive
Amazon EC2 Container Service: Deep DiveAmazon EC2 Container Service: Deep Dive
Amazon EC2 Container Service: Deep Dive
 
Version Control ThinkVitamin
Version Control ThinkVitaminVersion Control ThinkVitamin
Version Control ThinkVitamin
 
AWS CloudFormation (February 2016)
AWS CloudFormation (February 2016)AWS CloudFormation (February 2016)
AWS CloudFormation (February 2016)
 
Amazon Web Services - Elastic Beanstalk
Amazon Web Services - Elastic BeanstalkAmazon Web Services - Elastic Beanstalk
Amazon Web Services - Elastic Beanstalk
 
AWS Elastic Beanstalk: Running Multi-Container Docker Applications - DevDay L...
AWS Elastic Beanstalk: Running Multi-Container Docker Applications - DevDay L...AWS Elastic Beanstalk: Running Multi-Container Docker Applications - DevDay L...
AWS Elastic Beanstalk: Running Multi-Container Docker Applications - DevDay L...
 
AWS July Webinar Series-Deploying and Scaling Web Application with AWS Elasti...
AWS July Webinar Series-Deploying and Scaling Web Application with AWS Elasti...AWS July Webinar Series-Deploying and Scaling Web Application with AWS Elasti...
AWS July Webinar Series-Deploying and Scaling Web Application with AWS Elasti...
 
Continuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web ServicesContinuous Deployment with Amazon Web Services
Continuous Deployment with Amazon Web Services
 
DevOps with Elastic Beanstalk - TCCC-2014
DevOps with Elastic Beanstalk - TCCC-2014DevOps with Elastic Beanstalk - TCCC-2014
DevOps with Elastic Beanstalk - TCCC-2014
 
Amazon Elastic Beanstalk
Amazon Elastic BeanstalkAmazon Elastic Beanstalk
Amazon Elastic Beanstalk
 
Building serverless apps with Node.js
Building serverless apps with Node.jsBuilding serverless apps with Node.js
Building serverless apps with Node.js
 

Similar to ChefConf 2014 - AWS OpsWorks Under The Hood

Similar to ChefConf 2014 - AWS OpsWorks Under The Hood (20)

Docker on AWS OpsWorks
Docker on AWS OpsWorksDocker on AWS OpsWorks
Docker on AWS OpsWorks
 
DevOps for the Enterprise: Virtual Office Hours
DevOps for the Enterprise: Virtual Office HoursDevOps for the Enterprise: Virtual Office Hours
DevOps for the Enterprise: Virtual Office Hours
 
Deployment and Management on AWS:
 A Deep Dive on Options and Tools
Deployment and Management on AWS:
 A Deep Dive on Options and ToolsDeployment and Management on AWS:
 A Deep Dive on Options and Tools
Deployment and Management on AWS:
 A Deep Dive on Options and Tools
 
Aws opsworks for developers and designers
Aws opsworks for developers and designersAws opsworks for developers and designers
Aws opsworks for developers and designers
 
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic BeanstalkDeploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
 
AWS July Webinar Series: Introducing AWS OpsWorks for Windows Server
AWS July Webinar Series: Introducing AWS OpsWorks for Windows ServerAWS July Webinar Series: Introducing AWS OpsWorks for Windows Server
AWS July Webinar Series: Introducing AWS OpsWorks for Windows Server
 
Zero to Sixty: AWS OpsWorks (DMG202) | AWS re:Invent 2013
Zero to Sixty: AWS OpsWorks (DMG202) | AWS re:Invent 2013Zero to Sixty: AWS OpsWorks (DMG202) | AWS re:Invent 2013
Zero to Sixty: AWS OpsWorks (DMG202) | AWS re:Invent 2013
 
Running Microservices on AWS Elastic Beanstalk
Running Microservices on AWS Elastic BeanstalkRunning Microservices on AWS Elastic Beanstalk
Running Microservices on AWS Elastic Beanstalk
 
Running Microservices and Docker on AWS Elastic Beanstalk - August 2016 Month...
Running Microservices and Docker on AWS Elastic Beanstalk - August 2016 Month...Running Microservices and Docker on AWS Elastic Beanstalk - August 2016 Month...
Running Microservices and Docker on AWS Elastic Beanstalk - August 2016 Month...
 
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic BeanstalkDeploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
Deploy, Manage, and Scale Your Apps with OpsWorks and Elastic Beanstalk
 
A 60-mn tour of AWS compute (March 2016)
A 60-mn tour of AWS compute (March 2016)A 60-mn tour of AWS compute (March 2016)
A 60-mn tour of AWS compute (March 2016)
 
Building an aws sdk for Perl - Granada Perl Workshop 2014
Building an aws sdk for Perl - Granada Perl Workshop 2014Building an aws sdk for Perl - Granada Perl Workshop 2014
Building an aws sdk for Perl - Granada Perl Workshop 2014
 
Application Lifecycle Management in a Serverless World
Application Lifecycle Management in a Serverless WorldApplication Lifecycle Management in a Serverless World
Application Lifecycle Management in a Serverless World
 
Local Testing and Deployment Best Practices for Serverless Applications - AWS...
Local Testing and Deployment Best Practices for Serverless Applications - AWS...Local Testing and Deployment Best Practices for Serverless Applications - AWS...
Local Testing and Deployment Best Practices for Serverless Applications - AWS...
 
Local Testing and Deployment Best Practices for Serverless Applications - AWS...
Local Testing and Deployment Best Practices for Serverless Applications - AWS...Local Testing and Deployment Best Practices for Serverless Applications - AWS...
Local Testing and Deployment Best Practices for Serverless Applications - AWS...
 
SCALE 2011 Deploying OpenStack with Chef
SCALE 2011 Deploying OpenStack with ChefSCALE 2011 Deploying OpenStack with Chef
SCALE 2011 Deploying OpenStack with Chef
 
(APP202) Deploy, Manage, Scale Apps w/ AWS OpsWorks & AWS Elastic Beanstalk |...
(APP202) Deploy, Manage, Scale Apps w/ AWS OpsWorks & AWS Elastic Beanstalk |...(APP202) Deploy, Manage, Scale Apps w/ AWS OpsWorks & AWS Elastic Beanstalk |...
(APP202) Deploy, Manage, Scale Apps w/ AWS OpsWorks & AWS Elastic Beanstalk |...
 
(APP202) Deploy, Manage, and Scale Your Apps with AWS OpsWorks and AWS Elasti...
(APP202) Deploy, Manage, and Scale Your Apps with AWS OpsWorks and AWS Elasti...(APP202) Deploy, Manage, and Scale Your Apps with AWS OpsWorks and AWS Elasti...
(APP202) Deploy, Manage, and Scale Your Apps with AWS OpsWorks and AWS Elasti...
 
ECS & ECR Deep Dive - 김기완 솔루션즈 아키텍트 :: AWS Container Day
ECS & ECR Deep Dive - 김기완 솔루션즈 아키텍트 :: AWS Container DayECS & ECR Deep Dive - 김기완 솔루션즈 아키텍트 :: AWS Container Day
ECS & ECR Deep Dive - 김기완 솔루션즈 아키텍트 :: AWS Container Day
 
Development in the could: How do we do it(Cloud computing. Microservices. Faas)
Development in the could: How do we do it(Cloud computing. Microservices. Faas)Development in the could: How do we do it(Cloud computing. Microservices. Faas)
Development in the could: How do we do it(Cloud computing. Microservices. Faas)
 

More from Jonathan Weiss

DevOpsDays Amsterdam - Observations in the cloud
DevOpsDays Amsterdam - Observations in the cloudDevOpsDays Amsterdam - Observations in the cloud
DevOpsDays Amsterdam - Observations in the cloud
Jonathan Weiss
 
CouchDB on Rails - FrozenRails 2010
CouchDB on Rails - FrozenRails 2010CouchDB on Rails - FrozenRails 2010
CouchDB on Rails - FrozenRails 2010
Jonathan Weiss
 

More from Jonathan Weiss (20)

DevOpsDays Amsterdam - Observations in the cloud
DevOpsDays Amsterdam - Observations in the cloudDevOpsDays Amsterdam - Observations in the cloud
DevOpsDays Amsterdam - Observations in the cloud
 
Introduction to Backbone.js
Introduction to Backbone.jsIntroduction to Backbone.js
Introduction to Backbone.js
 
Scalarium and CouchDB
Scalarium and CouchDBScalarium and CouchDB
Scalarium and CouchDB
 
Build your own clouds with Chef and MCollective
Build your own clouds with Chef and MCollectiveBuild your own clouds with Chef and MCollective
Build your own clouds with Chef and MCollective
 
NoSQL - Motivation and Overview
NoSQL - Motivation and OverviewNoSQL - Motivation and Overview
NoSQL - Motivation and Overview
 
NoSQL - An introduction to CouchDB
NoSQL - An introduction to CouchDBNoSQL - An introduction to CouchDB
NoSQL - An introduction to CouchDB
 
Running on Amazon EC2
Running on Amazon EC2Running on Amazon EC2
Running on Amazon EC2
 
Amazon EC2 in der Praxis
Amazon EC2 in der PraxisAmazon EC2 in der Praxis
Amazon EC2 in der Praxis
 
Infrastructure Automation with Chef
Infrastructure Automation with ChefInfrastructure Automation with Chef
Infrastructure Automation with Chef
 
Rails in the Cloud
Rails in the CloudRails in the Cloud
Rails in the Cloud
 
EventMachine
EventMachineEventMachine
EventMachine
 
CouchDB on Rails
CouchDB on RailsCouchDB on Rails
CouchDB on Rails
 
Rails in the Cloud - Experiences from running on EC2
Rails in the Cloud - Experiences from running on EC2Rails in the Cloud - Experiences from running on EC2
Rails in the Cloud - Experiences from running on EC2
 
CouchDB on Rails - RailsWayCon 2010
CouchDB on Rails - RailsWayCon 2010CouchDB on Rails - RailsWayCon 2010
CouchDB on Rails - RailsWayCon 2010
 
CouchDB on Rails - FrozenRails 2010
CouchDB on Rails - FrozenRails 2010CouchDB on Rails - FrozenRails 2010
CouchDB on Rails - FrozenRails 2010
 
NoSQL - Post-Relational Databases - BarCamp Ruhr3
NoSQL - Post-Relational Databases - BarCamp Ruhr3NoSQL - Post-Relational Databases - BarCamp Ruhr3
NoSQL - Post-Relational Databases - BarCamp Ruhr3
 
Ruby on CouchDB - SimplyStored and RockingChair
Ruby on CouchDB - SimplyStored and RockingChairRuby on CouchDB - SimplyStored and RockingChair
Ruby on CouchDB - SimplyStored and RockingChair
 
No SQL - BarCamp Nürnberg 2010
No SQL - BarCamp Nürnberg 2010No SQL - BarCamp Nürnberg 2010
No SQL - BarCamp Nürnberg 2010
 
BarCamp Nürnberg - Infrastructure As A Service
BarCamp Nürnberg - Infrastructure As A ServiceBarCamp Nürnberg - Infrastructure As A Service
BarCamp Nürnberg - Infrastructure As A Service
 
Rails Security
Rails SecurityRails Security
Rails Security
 

Recently uploaded

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Recently uploaded (20)

[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 

ChefConf 2014 - AWS OpsWorks Under The Hood