SlideShare uma empresa Scribd logo
1 de 39
Baixar para ler offline
Continuous Delivery at
Netflix
Speed at Scale

Monday, December 23, 13
Rob Spieldenner

Senior Software Engineer on Engineering Tools at
Netflix
@robspieldenner -> Twitter

Monday, December 23, 13
Netflix Culture

Monday, December 23, 13
Culture Deck
http://jobs.netflix.com/

Monday, December 23, 13
Freedom & Responsibility

Monday, December 23, 13
Context, not Control

Monday, December 23, 13
Self Service

Monday, December 23, 13
Developers on call for their
services

Monday, December 23, 13
Netflix OSS
http://netflix.github.io/

Monday, December 23, 13
OODA Loop - Observe,
Orient, Decide, Act

Monday, December 23, 13
Continuous Delivery Pipeline

Commit

Monday, December 23, 13

Build

Unit Test

Bake

Deploy To
Test

Integration &
Acceptance
Tests

Red/Black
Push
Commit and Code Review

Monday, December 23, 13
Build
simplify build file with plugins
add metadata
calculate version
output jar/war, sources, javadoc, rpm/deb

Monday, December 23, 13
Ant
build.xml
<project name="example">
<property environment="env"/>
<import file="${env.CBF_HOME}/library.xml"/>
</project>

ivy.xml
list dependencies
list publications

Monday, December 23, 13
Gradle
build.gradle
apply plugin: ‘nebula’
publications {
JAR
JAVADOC
SOURCES
}
dependencies {
testCompile ‘junit:junit:4.+’
}

Monday, December 23, 13
Jenkins

Monday, December 23, 13
Job-DSL
https://wiki.jenkins-ci.org/display/JENKINS/Job+DSL
+Plugin

Monday, December 23, 13
Job DSL Example
example
def project = 'quidryan/aws-sdk-test'
def branchApi = new URL(“https://api.github.com/repos/${project}/branches”)
def branches = new groovy.json.JsonSlurper().parse(branchApi.newReader())
branches.each {
def branchName = it.name
job {
name “${project}-${branchName}”.replaceAll(‘/’, ‘-’)
scm {
git(“git://github.com/${project}.git”, branchName)
}
steps {
gradle(‘test’)
}
}
}

Monday, December 23, 13
Bake

Monday, December 23, 13
aminator
https://github.com/Netflix/aminator

Monday, December 23, 13
chef for base image

Monday, December 23, 13
Apply deb/rpm, snapshot

Monday, December 23, 13
Unit of deployment

Monday, December 23, 13
Deploy

Monday, December 23, 13
Asgard
https://github.com/Netflix/asgard

Monday, December 23, 13
Monday, December 23, 13
UI or REST API

Monday, December 23, 13
Canary Deploys

Monday, December 23, 13
Red / Black Push

Monday, December 23, 13
Testing
Webdriver
Geb
Betamax
and manual

Monday, December 23, 13
Monitoring
How many people are watching?
Can the new version handle load?
Errors and logging
suro, jmx

Monday, December 23, 13
Alert on issues

Monday, December 23, 13
Maybe automatic rollback

Monday, December 23, 13
Resiliency / Anti-Fragility

Monday, December 23, 13
Simian Army
https://github.com/Netflix/SimianArmy
Chaos Monkey
Chaos Gorilla
Chaos Kong
Latency Monkey
Janitor Monkey
Conformity Monkey

Monday, December 23, 13
Assume services will break,
disappear, slow

Monday, December 23, 13
Books

Monday, December 23, 13
Other Presentations
Adrian Cockcroft Flowcon Keynote - Velocity and
Volume (or Speed Wins) - http://www.youtube.com/
watch?v=wyWI3gLpB8o
Roy Rapoport - Cloud Operations at Netflix - http://
www.youtube.com/watch?v=7779Wrun5fo
AWS re:Invent - http://reinvent.awsevents.com/
recap2013.html

Monday, December 23, 13
Netflix is Hiring
http://jobs.netflix.com/

Monday, December 23, 13

Mais conteúdo relacionado

Mais procurados

Rails 勉強会#3
Rails 勉強会#3Rails 勉強会#3
Rails 勉強会#3masami ito
 
Automating web site deployment
Automating web site deploymentAutomating web site deployment
Automating web site deploymentGareth Rushgrove
 
COSCUP Jetpack Lighting Talk
COSCUP Jetpack Lighting TalkCOSCUP Jetpack Lighting Talk
COSCUP Jetpack Lighting Talklittlebtc
 
Advanced front-end automation with npm scripts
Advanced front-end automation with npm scriptsAdvanced front-end automation with npm scripts
Advanced front-end automation with npm scriptsk88hudson
 
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan Horacek
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan HoracekOpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan Horacek
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan HoracekNETWAYS
 
Vagrant. Halturin Artem
Vagrant. Halturin ArtemVagrant. Halturin Artem
Vagrant. Halturin ArtemADCI Solutions
 
CRaSH the shell for the JVM
CRaSH the shell for the JVMCRaSH the shell for the JVM
CRaSH the shell for the JVMjviet
 
CRaSH the shell for the Java Virtual Machine
CRaSH the shell for the Java Virtual MachineCRaSH the shell for the Java Virtual Machine
CRaSH the shell for the Java Virtual MachineGR8Conf
 
Docker in Production: Reality, Not Hype - DevOps Chicago
Docker in Production: Reality, Not Hype - DevOps ChicagoDocker in Production: Reality, Not Hype - DevOps Chicago
Docker in Production: Reality, Not Hype - DevOps Chicagobridgetkromhout
 

Mais procurados (13)

Rails 勉強会#3
Rails 勉強会#3Rails 勉強会#3
Rails 勉強会#3
 
Automating web site deployment
Automating web site deploymentAutomating web site deployment
Automating web site deployment
 
Volley Android
Volley AndroidVolley Android
Volley Android
 
Varnish Caching
Varnish CachingVarnish Caching
Varnish Caching
 
COSCUP Jetpack Lighting Talk
COSCUP Jetpack Lighting TalkCOSCUP Jetpack Lighting Talk
COSCUP Jetpack Lighting Talk
 
Advanced front-end automation with npm scripts
Advanced front-end automation with npm scriptsAdvanced front-end automation with npm scripts
Advanced front-end automation with npm scripts
 
WeCode IL: Save Kermit
WeCode IL:  Save KermitWeCode IL:  Save Kermit
WeCode IL: Save Kermit
 
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan Horacek
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan HoracekOpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan Horacek
OpenNebula Conf 2014 | Lightning talk: OpenNebula at Etnetera by Jan Horacek
 
Vagrant. Halturin Artem
Vagrant. Halturin ArtemVagrant. Halturin Artem
Vagrant. Halturin Artem
 
CRaSH the shell for the JVM
CRaSH the shell for the JVMCRaSH the shell for the JVM
CRaSH the shell for the JVM
 
CRaSH the shell for the Java Virtual Machine
CRaSH the shell for the Java Virtual MachineCRaSH the shell for the Java Virtual Machine
CRaSH the shell for the Java Virtual Machine
 
Docker in Production: Reality, Not Hype - DevOps Chicago
Docker in Production: Reality, Not Hype - DevOps ChicagoDocker in Production: Reality, Not Hype - DevOps Chicago
Docker in Production: Reality, Not Hype - DevOps Chicago
 
We codeil save kermit
We codeil   save kermitWe codeil   save kermit
We codeil save kermit
 

Semelhante a Continuous Delivery at Netflix Speed at Scale

Chef - Configuration Management for the Cloud
Chef - Configuration Management for the CloudChef - Configuration Management for the Cloud
Chef - Configuration Management for the CloudJames Casey
 
Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Thibault Imbert
 
Android Security & Penetration Testing
Android Security & Penetration TestingAndroid Security & Penetration Testing
Android Security & Penetration TestingSubho Halder
 
Running At 99%: Mitigating App DoS
Running At 99%: Mitigating App DoSRunning At 99%: Mitigating App DoS
Running At 99%: Mitigating App DoSryan_huber
 
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...Carina C. Zona
 
Automating Enterprise Wireless Deployments
Automating Enterprise Wireless DeploymentsAutomating Enterprise Wireless Deployments
Automating Enterprise Wireless DeploymentsZack Smith
 
Exploring the Possibilities of Sencha and WebRTC
Exploring the Possibilities of Sencha and WebRTCExploring the Possibilities of Sencha and WebRTC
Exploring the Possibilities of Sencha and WebRTCGrgur Grisogono
 
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...Codemotion
 
[jqconatx] Adaptive Images for Responsive Web Design
[jqconatx] Adaptive Images for Responsive Web Design[jqconatx] Adaptive Images for Responsive Web Design
[jqconatx] Adaptive Images for Responsive Web DesignChristopher Schmitt
 
იოსებ ძმანაშვილი Node.js
იოსებ ძმანაშვილი   Node.jsიოსებ ძმანაშვილი   Node.js
იოსებ ძმანაშვილი Node.jsunihack
 
Sebastian Burkhart — Berlin.apps.js Nov 2012 Talk
Sebastian Burkhart — Berlin.apps.js Nov 2012 TalkSebastian Burkhart — Berlin.apps.js Nov 2012 Talk
Sebastian Burkhart — Berlin.apps.js Nov 2012 TalkSebastian Burkhart
 
Cloud Messaging With Cloud Foundry
Cloud Messaging With Cloud FoundryCloud Messaging With Cloud Foundry
Cloud Messaging With Cloud FoundryAlvaro Videla
 
How to build an ecosystem for developers by David Bonilla
How to build an ecosystem for developers by David BonillaHow to build an ecosystem for developers by David Bonilla
How to build an ecosystem for developers by David BonillaCodemotion
 
Peeling back your Network Layers with Security Onion
Peeling back your Network Layers with Security OnionPeeling back your Network Layers with Security Onion
Peeling back your Network Layers with Security OnionMark Hillick
 
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...Amazon Web Services
 

Semelhante a Continuous Delivery at Netflix Speed at Scale (20)

Chef - Configuration Management for the Cloud
Chef - Configuration Management for the CloudChef - Configuration Management for the Cloud
Chef - Configuration Management for the Cloud
 
Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013
 
Android Security & Penetration Testing
Android Security & Penetration TestingAndroid Security & Penetration Testing
Android Security & Penetration Testing
 
Running At 99%: Mitigating App DoS
Running At 99%: Mitigating App DoSRunning At 99%: Mitigating App DoS
Running At 99%: Mitigating App DoS
 
Cd syd
Cd sydCd syd
Cd syd
 
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...
Full Stack & Full Circle: What the Heck Happens In an HTTP Request-Response C...
 
Cynycal software
Cynycal softwareCynycal software
Cynycal software
 
Node.js Introduction
Node.js IntroductionNode.js Introduction
Node.js Introduction
 
Automating Enterprise Wireless Deployments
Automating Enterprise Wireless DeploymentsAutomating Enterprise Wireless Deployments
Automating Enterprise Wireless Deployments
 
Exploring the Possibilities of Sencha and WebRTC
Exploring the Possibilities of Sencha and WebRTCExploring the Possibilities of Sencha and WebRTC
Exploring the Possibilities of Sencha and WebRTC
 
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...
Become a Frontend Developer Ninja using HTML5, JavaScript and CSS3 - Marco Ca...
 
[jqconatx] Adaptive Images for Responsive Web Design
[jqconatx] Adaptive Images for Responsive Web Design[jqconatx] Adaptive Images for Responsive Web Design
[jqconatx] Adaptive Images for Responsive Web Design
 
იოსებ ძმანაშვილი Node.js
იოსებ ძმანაშვილი   Node.jsიოსებ ძმანაშვილი   Node.js
იოსებ ძმანაშვილი Node.js
 
Sebastian Burkhart — Berlin.apps.js Nov 2012 Talk
Sebastian Burkhart — Berlin.apps.js Nov 2012 TalkSebastian Burkhart — Berlin.apps.js Nov 2012 Talk
Sebastian Burkhart — Berlin.apps.js Nov 2012 Talk
 
100% JS
100% JS100% JS
100% JS
 
Cloud Messaging With Cloud Foundry
Cloud Messaging With Cloud FoundryCloud Messaging With Cloud Foundry
Cloud Messaging With Cloud Foundry
 
Vim Notes
Vim NotesVim Notes
Vim Notes
 
How to build an ecosystem for developers by David Bonilla
How to build an ecosystem for developers by David BonillaHow to build an ecosystem for developers by David Bonilla
How to build an ecosystem for developers by David Bonilla
 
Peeling back your Network Layers with Security Onion
Peeling back your Network Layers with Security OnionPeeling back your Network Layers with Security Onion
Peeling back your Network Layers with Security Onion
 
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...
2nd Annual Start-up Launches with Dr. Werner Vogels (SPOT101) | AWS re:Invent...
 

Último

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
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 slidevu2urc
 
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 WorkerThousandEyes
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
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 RobisonAnna Loughnan Colquhoun
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
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...Drew Madelung
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 

Último (20)

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
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
 
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
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
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
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
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...
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 

Continuous Delivery at Netflix Speed at Scale