SlideShare ist ein Scribd-Unternehmen logo
1 von 70
Downloaden Sie, um offline zu lesen
Josh Evans - Director of Operations Engineering
November 16, 2015
Beyond DevOps:
How Netflix Bridges the Gap
Technical Debt
• Java 6
• Perforce
• Single Master Jenkins
• Ant
• CentOS
• Asgard/Mimir
Fall 2013
How do we drive broad-based change?
The Paved Road
• Java 7
• Stash
• Jenkins Shards
• Gradle
• Ubuntu
Some said
• You’re overloading us
• Too many projects
• Poor targeting
Others said
• What took you so long?
• We’ve moved on
• Now we need to migrate
That’s great but…
We’re paying a high tax
• Expectations gap
– Division of labor
– Timing of solutions
– Leadership
• Affects
– Reputation
– Relationships
– Lost opportunities
Organizational Debt
How do we bridge the gap?
“Remember that TIME is money…”
Time is a form of currency
• Product Engineering
• Operations Engineering
• Challenges & Strategies
Our time today…
• Product Engineering
• Operations Engineering
• Challenges & Strategies
Our time today…
Product Innovation
winning moments of truth
● Every facet of the product
● 1400 AB tests in the last year & accelerating
Continuous Innovation
But wait, there’s more…
Build It
• design
• code
• build
• bake
• test
• deploy
Run It
• configure
• monitor
• triage
• fix
…at scale, globally
You build it, you run it
Internet
• 1000s of starts per second
• 100,000s of requests per second
• 100,000,000 hours of content / day
• 3 AWS Regions, 3 AZs per region
Relentless product innovation
Building & running micro-
services at scale, globally
• Product Engineering
• Operations Engineering
• Challenges & Strategies
Our time today…
DevOps is a software development method that
emphasizes the roles of both software developers and
other information-technology (IT) professionals with an
emphasis on IT Operations.
- Wikipedia
The Gap
Why? How?
Quality Velocity
Operational Excellence
Operational Excellence is the continuous improvement of
the management, design, and function of operational
environments to achieve greater quality, velocity, and
competitive advantage.
• Engineering Tools
• Insight & Real-time Analytics
• Performance & Reliability
Operations Engineering is the application of software
engineering practices to achieve and sustain operational
excellence.
Operations Engineering
• Service provider
• Operational excellence driver
• Cross-cutting solutions
• Undifferentiated heavy lifting
• Product Engineering
• Operations Engineering
• Challenges & Strategies
Our time today…
• You’re overloading us
• What took you so long?
Remember that feedback?
• We made assumptions
– Requirements – what & when
– Time for non-product work
• Move from assumptions to knowledge
• Affect change without imposing a tax?
• Achieve and sustain operational excellence?
How do we…
Time is a form of currency
5 strategies for success
in time-based economies
software & organizational engineering
1. Reach out
• What are your biggest operational pain points?
• How can we help?
• How well are we meeting your needs today?
• What would you like to see from us in the future?
Listen
Shower, rinse, repeat
Talk to your engineering customers
Grease the Squeaky Wheels
• low tolerance for tax
• more vocal than most
• High impact solutions
• Clarity on deliverables
• Lower operational tax
• Leadership, innovation, and partnership
What they wanted
• Deliver on solutions
• Better road map definition & communication
• A more aggressive stance on automation
• Deeper investment into leadership, innovation, planning
Our commitments
2. Make an impact
• Apply what you’ve learned
• Deliver what matters
• global cloud console
• end to end delivery
• automation platform
• velocity with confidence
Pipelines - Automated Global Delivery
3. Make it easy to do the right thing
• Engineering time is scarce
• We must do more heavy lifting
Supply & Demand
• Spinnaker manual step
• Automated migrations – Mimir
Provide on-ramps
Automate proven practices
• Alerting and Monitoring
• Apache & Tomcat Hardening
• Automated Canary Analysis
• Autoscaling
• Chaos Participation
• Consistent Naming
• ELB Configuration
• Healthcheck Configured
• Red-Black Pipeline
• Squeeze Testing
• Timeout & Fallback Tuning
• Workload Reliability
Production Ready?
• Alerting and Monitoring
• Apache & Tomcat Hardening
• Automated Canary Analysis
• Autoscaling
• Chaos Participation
• Consistent Naming
• ELB Configuration
• Healthcheck Configured
• Red-Black Pipeline
• Squeeze Testing
• Timeout & Fallback Tuning
• Workload Reliability
Production Ready?
Old Version (v1.0)
New Version
(v1.1)
Load BalancerCustomers
100 Servers
5 Servers
95%
5%
Metrics
Canaries
Old Version (v1.0)
New Version
(v1.1)
Load BalancerCustomers
0 Servers
100 Servers
100%
Metrics
Canaries
Define
• Metrics
• A threshold
Every n minutes
● Classify metrics
● Compute score
● Make a decision
Automated Canary Analysis
Canary Analysis
Performance
Integration Tests
Chaos
Conformity
Static
Unit Tests
Make it easy to do the
right thing
Static &
Functional
Testing
4. Reduce the cost of change
• Ongoing migrations
• Library propagation
• 100s of micro-services
• Complex dependencies
Continuous, Broad-based Change
Change Engineering
• Locate
• Communicate
• Facilitate
• Automated forensics
– Who last touched x?
– What team?
– Who was their manager?
Who owns this artifact, repository, service?
Whitepages
• Workday wrapper
• App & REST API
• Organization hierarchy
• Metadata
• Change log
(###) ###-####
Krieger
• REST-based service
• Sources
– Whitepages
– Stash
– Edda
– Jenkins
– Spinnaker
– Etc…
{
"content": {},
"_links": {
"employees": {
"href": "/api/employees/"
},
"projects": {
"href": "/api/projects/"
},
"teams": {
"href": "/api/teams/"
},
"applications": {
"href": "/api/applications/"
},
"jobs": {
"href": "/api/build/jobs"
},
"masters": {
"href": "/api/build/masters"
},
"projectDistribution": {
"href": "/api/teams/projectDistribution"
}
}
}
/api/employees?q=jevans "employees": [
{
"id": "241",
"firstName": "Josh",
"lastName": "Evans",
"username": "jevans",
"email": "jevans@netflix.com",
"jobTitle": "Director of Operations Engineering",
"isManager": true,
"isCurrent": true,
"title": "Josh Evans (jevans) - Operations Engineering",
"_links": {
"self": {
"href": "/api/employees/241"
},
"manager": {
"href": "/api/employees/117890"
},
"team": {
"href": "/api/teams/f9134a81"
},
"projects": {
"href": "/api/teams/f9134a81/projects"
}
}
}
]
}
• Security vulnerabilities
– Who owns this service?
• Platform updates
– Who is using this version of this library?
Today – Targeted Coordination
Automated, efficient technical
project management
• Communication
• Guidance
• Tracking
Low tax for TPMs & engineers
Security Fix Guava
Future – Change Campaigns
5. Develop Partnerships
Beyond supply & demand
• Nearing completion
• Aggressive schedule
• Unexpected delays
• Commitment to June delivery
Spinnaker 1.0 – 1H 2015
• Built their own continuous delivery solution
• Not positioned for engineering-wide support
• Believes common solutions
Edge Engineering
Partnership in Action
• Strong relationship
• Open discussions about concerns
• Decision - leaned forward
• +2 engineers on Spinnaker
• Successful 1.0 launch
Moving Forward Together
• Containers?
• Achieving alignment
• Collaborative exploration
– Edge, Platform, Operations
– A new paved road?
• Paved Road adopted
– Adding new ones
• Production Ready ongoing
• Migrations easier
• Reputation improving
• Improved
– Service uptime
– Rate of change
Payoffs
Putting it to the test in 2016
• Streaming production & test - EC2 Classic to VPC
• Highly cross-functional
• Complex dependencies
• Zero downtime
Stay tuned…
Five Strategies
1. Reach out
2. Make an impact
3. Make it easy to do the right thing
4. Reduce the cost of change
5. Develop partnerships
Open Sourced!
https://netflix.github.io/
Josh Evans
jevans@netflix.com
@ops_engineering
Questions?

Weitere ähnliche Inhalte

Was ist angesagt?

Continuous Delivery, Continuous Integration
Continuous Delivery, Continuous Integration Continuous Delivery, Continuous Integration
Continuous Delivery, Continuous Integration Amazon Web Services
 
5 Games for Effective Agile Coaching
5 Games for Effective Agile Coaching5 Games for Effective Agile Coaching
5 Games for Effective Agile CoachingJovan Vidić
 
Product Roadmap Prioritization by Amazon Principal PM
Product Roadmap Prioritization by Amazon Principal PMProduct Roadmap Prioritization by Amazon Principal PM
Product Roadmap Prioritization by Amazon Principal PMProduct School
 
Git 101: Git and GitHub for Beginners
Git 101: Git and GitHub for Beginners Git 101: Git and GitHub for Beginners
Git 101: Git and GitHub for Beginners HubSpot
 
CI CD Jenkins for Swift Deployment
CI CD Jenkins for Swift DeploymentCI CD Jenkins for Swift Deployment
CI CD Jenkins for Swift DeploymentBintang Thunder
 
How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...Yevgeniy Brikman
 
Introduction to Gitlab | Gitlab 101 | Training Session
Introduction to Gitlab | Gitlab 101 | Training SessionIntroduction to Gitlab | Gitlab 101 | Training Session
Introduction to Gitlab | Gitlab 101 | Training SessionAnwarul Islam
 
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebMontreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebRachel Andrew
 
DevOps 101 - an Introduction to DevOps
DevOps 101  - an Introduction to DevOpsDevOps 101  - an Introduction to DevOps
DevOps 101 - an Introduction to DevOpsRed Gate Software
 
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步Edward Kuo
 
Advanced GitHub Enterprise Administration
Advanced GitHub Enterprise AdministrationAdvanced GitHub Enterprise Administration
Advanced GitHub Enterprise AdministrationLars Schneider
 
Introduction to GitHub Copilot
Introduction to GitHub CopilotIntroduction to GitHub Copilot
Introduction to GitHub CopilotAll Things Open
 
Speeding up your team with GitOps
Speeding up your team with GitOpsSpeeding up your team with GitOps
Speeding up your team with GitOpsBrice Fernandes
 
Introducing GitLab (June 2018)
Introducing GitLab (June 2018)Introducing GitLab (June 2018)
Introducing GitLab (June 2018)Noa Harel
 
LAST Conference 2016 Agile Landscape Presentation v1
LAST Conference 2016 Agile Landscape Presentation v1LAST Conference 2016 Agile Landscape Presentation v1
LAST Conference 2016 Agile Landscape Presentation v1Chris Webb
 

Was ist angesagt? (20)

Continuous Delivery, Continuous Integration
Continuous Delivery, Continuous Integration Continuous Delivery, Continuous Integration
Continuous Delivery, Continuous Integration
 
5 Games for Effective Agile Coaching
5 Games for Effective Agile Coaching5 Games for Effective Agile Coaching
5 Games for Effective Agile Coaching
 
Overview of github
Overview of githubOverview of github
Overview of github
 
DevOps Best Practices
DevOps Best PracticesDevOps Best Practices
DevOps Best Practices
 
Product Roadmap Prioritization by Amazon Principal PM
Product Roadmap Prioritization by Amazon Principal PMProduct Roadmap Prioritization by Amazon Principal PM
Product Roadmap Prioritization by Amazon Principal PM
 
Git 101: Git and GitHub for Beginners
Git 101: Git and GitHub for Beginners Git 101: Git and GitHub for Beginners
Git 101: Git and GitHub for Beginners
 
Power of Azure Devops
Power of Azure DevopsPower of Azure Devops
Power of Azure Devops
 
CI CD Jenkins for Swift Deployment
CI CD Jenkins for Swift DeploymentCI CD Jenkins for Swift Deployment
CI CD Jenkins for Swift Deployment
 
DevSecOps Jenkins Pipeline -Security
DevSecOps Jenkins Pipeline -SecurityDevSecOps Jenkins Pipeline -Security
DevSecOps Jenkins Pipeline -Security
 
How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...
 
Introduction to Gitlab | Gitlab 101 | Training Session
Introduction to Gitlab | Gitlab 101 | Training SessionIntroduction to Gitlab | Gitlab 101 | Training Session
Introduction to Gitlab | Gitlab 101 | Training Session
 
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebMontreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern Web
 
DevOps 101 - an Introduction to DevOps
DevOps 101  - an Introduction to DevOpsDevOps 101  - an Introduction to DevOps
DevOps 101 - an Introduction to DevOps
 
DevOps with Atlassian
DevOps with AtlassianDevOps with Atlassian
DevOps with Atlassian
 
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步
[2022 DevOpsDays Taipei] 走過 DevOps 風雨的下一步
 
Advanced GitHub Enterprise Administration
Advanced GitHub Enterprise AdministrationAdvanced GitHub Enterprise Administration
Advanced GitHub Enterprise Administration
 
Introduction to GitHub Copilot
Introduction to GitHub CopilotIntroduction to GitHub Copilot
Introduction to GitHub Copilot
 
Speeding up your team with GitOps
Speeding up your team with GitOpsSpeeding up your team with GitOps
Speeding up your team with GitOps
 
Introducing GitLab (June 2018)
Introducing GitLab (June 2018)Introducing GitLab (June 2018)
Introducing GitLab (June 2018)
 
LAST Conference 2016 Agile Landscape Presentation v1
LAST Conference 2016 Agile Landscape Presentation v1LAST Conference 2016 Agile Landscape Presentation v1
LAST Conference 2016 Agile Landscape Presentation v1
 

Ähnlich wie How Netflix Bridges the Gap Between Product and Operations Engineering

Beyond DevOps: How Netflix Bridges the Gap?
Beyond DevOps: How Netflix Bridges the Gap?Beyond DevOps: How Netflix Bridges the Gap?
Beyond DevOps: How Netflix Bridges the Gap?C4Media
 
5 Steps on the Way to Continuous Delivery
5 Steps on the Way to Continuous Delivery5 Steps on the Way to Continuous Delivery
5 Steps on the Way to Continuous DeliveryXebiaLabs
 
Introduction to Agile Hardware
Introduction to Agile Hardware Introduction to Agile Hardware
Introduction to Agile Hardware Cprime
 
Lessons learned on the Azure API Stewardship Journey.pptx
Lessons learned on the Azure API Stewardship Journey.pptxLessons learned on the Azure API Stewardship Journey.pptx
Lessons learned on the Azure API Stewardship Journey.pptxapidays
 
My Little Webap - DevOpsSec is Magic
My Little Webap - DevOpsSec is MagicMy Little Webap - DevOpsSec is Magic
My Little Webap - DevOpsSec is MagicApollo Clark
 
Dev "Programming" Ops For DevOps Success
Dev "Programming" Ops For DevOps SuccessDev "Programming" Ops For DevOps Success
Dev "Programming" Ops For DevOps SuccessC4Media
 
Enabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinarEnabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinarAaron Walker
 
SRV318_Research at PNNL Powered by AWS
SRV318_Research at PNNL Powered by AWSSRV318_Research at PNNL Powered by AWS
SRV318_Research at PNNL Powered by AWSAmazon Web Services
 
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017Amazon Web Services
 
Dev ops lessons learned - Michael Collins
Dev ops lessons learned  - Michael CollinsDev ops lessons learned  - Michael Collins
Dev ops lessons learned - Michael CollinsDevopsdays
 
Achieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetAchieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetDevoteam Revolve
 
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet Puppet
 
DevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best PracticesDevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best PracticesShiva Narayanaswamy
 
Operations for databases: the agile/devops journey
Operations for databases: the agile/devops journeyOperations for databases: the agile/devops journey
Operations for databases: the agile/devops journeyEduardo Piairo
 
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...Digital Bond
 
DevOps-as-a-Service: Towards Automating the Automation
DevOps-as-a-Service: Towards Automating the AutomationDevOps-as-a-Service: Towards Automating the Automation
DevOps-as-a-Service: Towards Automating the AutomationKeith Pleas
 
Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401Amazon Web Services
 
Agile North East Agile + DevOps by Craig Pearson of CAP Project Services
Agile North East Agile + DevOps by Craig Pearson of CAP Project ServicesAgile North East Agile + DevOps by Craig Pearson of CAP Project Services
Agile North East Agile + DevOps by Craig Pearson of CAP Project ServicesCraig Pearson
 

Ähnlich wie How Netflix Bridges the Gap Between Product and Operations Engineering (20)

Beyond DevOps: How Netflix Bridges the Gap?
Beyond DevOps: How Netflix Bridges the Gap?Beyond DevOps: How Netflix Bridges the Gap?
Beyond DevOps: How Netflix Bridges the Gap?
 
5 Steps on the Way to Continuous Delivery
5 Steps on the Way to Continuous Delivery5 Steps on the Way to Continuous Delivery
5 Steps on the Way to Continuous Delivery
 
Introduction to Agile Hardware
Introduction to Agile Hardware Introduction to Agile Hardware
Introduction to Agile Hardware
 
Lessons learned on the Azure API Stewardship Journey.pptx
Lessons learned on the Azure API Stewardship Journey.pptxLessons learned on the Azure API Stewardship Journey.pptx
Lessons learned on the Azure API Stewardship Journey.pptx
 
My Little Webap - DevOpsSec is Magic
My Little Webap - DevOpsSec is MagicMy Little Webap - DevOpsSec is Magic
My Little Webap - DevOpsSec is Magic
 
Dev "Programming" Ops For DevOps Success
Dev "Programming" Ops For DevOps SuccessDev "Programming" Ops For DevOps Success
Dev "Programming" Ops For DevOps Success
 
Enabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinarEnabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinar
 
SRV318_Research at PNNL Powered by AWS
SRV318_Research at PNNL Powered by AWSSRV318_Research at PNNL Powered by AWS
SRV318_Research at PNNL Powered by AWS
 
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017
Research at PNNL: Powered by AWS - SRV318 - re:Invent 2017
 
Dev ops lessons learned - Michael Collins
Dev ops lessons learned  - Michael CollinsDev ops lessons learned  - Michael Collins
Dev ops lessons learned - Michael Collins
 
Achieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetAchieving Continuous Delivery with Puppet
Achieving Continuous Delivery with Puppet
 
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet
Puppet Camp Paris 2014: Achieving Continuous Delivery and DevOps with Puppet
 
Extreme Makeover OnBase Edition
Extreme Makeover OnBase EditionExtreme Makeover OnBase Edition
Extreme Makeover OnBase Edition
 
DevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best PracticesDevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best Practices
 
Operations for databases: the agile/devops journey
Operations for databases: the agile/devops journeyOperations for databases: the agile/devops journey
Operations for databases: the agile/devops journey
 
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...
Time Traveling: Adapting Techniques from the Future to Improve Reliability, J...
 
DevOps-as-a-Service: Towards Automating the Automation
DevOps-as-a-Service: Towards Automating the AutomationDevOps-as-a-Service: Towards Automating the Automation
DevOps-as-a-Service: Towards Automating the Automation
 
Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401
 
Agile North East Agile + DevOps by Craig Pearson of CAP Project Services
Agile North East Agile + DevOps by Craig Pearson of CAP Project ServicesAgile North East Agile + DevOps by Craig Pearson of CAP Project Services
Agile North East Agile + DevOps by Craig Pearson of CAP Project Services
 
What is DevOps?
What is DevOps?What is DevOps?
What is DevOps?
 

Mehr von Josh Evans

Vision and Strategy - Epiphanies of a Netflix leader
Vision and Strategy - Epiphanies of a Netflix leaderVision and Strategy - Epiphanies of a Netflix leader
Vision and Strategy - Epiphanies of a Netflix leaderJosh Evans
 
Refactoring Organizations - A Netflix Study (QCon NYC 2017)
Refactoring Organizations - A Netflix Study (QCon NYC 2017)Refactoring Organizations - A Netflix Study (QCon NYC 2017)
Refactoring Organizations - A Netflix Study (QCon NYC 2017)Josh Evans
 
Mastering Chaos - A Netflix Guide to Microservices
Mastering Chaos - A Netflix Guide to MicroservicesMastering Chaos - A Netflix Guide to Microservices
Mastering Chaos - A Netflix Guide to MicroservicesJosh Evans
 
#NetflixEverywhere Global Architecture
#NetflixEverywhere Global Architecture#NetflixEverywhere Global Architecture
#NetflixEverywhere Global ArchitectureJosh Evans
 
Engineering Netflix Global Operations in the Cloud
Engineering Netflix Global Operations in the CloudEngineering Netflix Global Operations in the Cloud
Engineering Netflix Global Operations in the CloudJosh Evans
 
Embracing Failure - Fault Injection and Service Resilience at Netflix
Embracing Failure - Fault Injection and Service Resilience at NetflixEmbracing Failure - Fault Injection and Service Resilience at Netflix
Embracing Failure - Fault Injection and Service Resilience at NetflixJosh Evans
 

Mehr von Josh Evans (6)

Vision and Strategy - Epiphanies of a Netflix leader
Vision and Strategy - Epiphanies of a Netflix leaderVision and Strategy - Epiphanies of a Netflix leader
Vision and Strategy - Epiphanies of a Netflix leader
 
Refactoring Organizations - A Netflix Study (QCon NYC 2017)
Refactoring Organizations - A Netflix Study (QCon NYC 2017)Refactoring Organizations - A Netflix Study (QCon NYC 2017)
Refactoring Organizations - A Netflix Study (QCon NYC 2017)
 
Mastering Chaos - A Netflix Guide to Microservices
Mastering Chaos - A Netflix Guide to MicroservicesMastering Chaos - A Netflix Guide to Microservices
Mastering Chaos - A Netflix Guide to Microservices
 
#NetflixEverywhere Global Architecture
#NetflixEverywhere Global Architecture#NetflixEverywhere Global Architecture
#NetflixEverywhere Global Architecture
 
Engineering Netflix Global Operations in the Cloud
Engineering Netflix Global Operations in the CloudEngineering Netflix Global Operations in the Cloud
Engineering Netflix Global Operations in the Cloud
 
Embracing Failure - Fault Injection and Service Resilience at Netflix
Embracing Failure - Fault Injection and Service Resilience at NetflixEmbracing Failure - Fault Injection and Service Resilience at Netflix
Embracing Failure - Fault Injection and Service Resilience at Netflix
 

Kürzlich hochgeladen

March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...
March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...
March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...gerogepatton
 
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHTEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHSneha Padhiar
 
Python Programming for basic beginners.pptx
Python Programming for basic beginners.pptxPython Programming for basic beginners.pptx
Python Programming for basic beginners.pptxmohitesoham12
 
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSneha Padhiar
 
Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsResearcher Researcher
 
Theory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfTheory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfShreyas Pandit
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Romil Mishra
 
Indian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfIndian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfalokitpathak01
 
Structural Integrity Assessment Standards in Nigeria by Engr Nimot Muili
Structural Integrity Assessment Standards in Nigeria by Engr Nimot MuiliStructural Integrity Assessment Standards in Nigeria by Engr Nimot Muili
Structural Integrity Assessment Standards in Nigeria by Engr Nimot MuiliNimot Muili
 
Module-1-Building Acoustics(Introduction)(Unit-1).pdf
Module-1-Building Acoustics(Introduction)(Unit-1).pdfModule-1-Building Acoustics(Introduction)(Unit-1).pdf
Module-1-Building Acoustics(Introduction)(Unit-1).pdfManish Kumar
 
Javier_Fernandez_CARS_workshop_presentation.pptx
Javier_Fernandez_CARS_workshop_presentation.pptxJavier_Fernandez_CARS_workshop_presentation.pptx
Javier_Fernandez_CARS_workshop_presentation.pptxJavier Fernández Muñoz
 
"Exploring the Essential Functions and Design Considerations of Spillways in ...
"Exploring the Essential Functions and Design Considerations of Spillways in ..."Exploring the Essential Functions and Design Considerations of Spillways in ...
"Exploring the Essential Functions and Design Considerations of Spillways in ...Erbil Polytechnic University
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10  (Control Schemes) cse.pdfRobotics Group 10  (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdfsahilsajad201
 
Artificial Intelligence in Power System overview
Artificial Intelligence in Power System overviewArtificial Intelligence in Power System overview
Artificial Intelligence in Power System overviewsandhya757531
 
Prach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism CommunityPrach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism Communityprachaibot
 
priority interrupt computer organization
priority interrupt computer organizationpriority interrupt computer organization
priority interrupt computer organizationchnrketan
 
AntColonyOptimizationManetNetworkAODV.pptx
AntColonyOptimizationManetNetworkAODV.pptxAntColonyOptimizationManetNetworkAODV.pptx
AntColonyOptimizationManetNetworkAODV.pptxLina Kadam
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTSneha Padhiar
 

Kürzlich hochgeladen (20)

March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...
March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...
March 2024 - Top 10 Read Articles in Artificial Intelligence and Applications...
 
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACHTEST CASE GENERATION GENERATION BLOCK BOX APPROACH
TEST CASE GENERATION GENERATION BLOCK BOX APPROACH
 
Designing pile caps according to ACI 318-19.pptx
Designing pile caps according to ACI 318-19.pptxDesigning pile caps according to ACI 318-19.pptx
Designing pile caps according to ACI 318-19.pptx
 
Python Programming for basic beginners.pptx
Python Programming for basic beginners.pptxPython Programming for basic beginners.pptx
Python Programming for basic beginners.pptx
 
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATIONSOFTWARE ESTIMATION COCOMO AND FP CALCULATION
SOFTWARE ESTIMATION COCOMO AND FP CALCULATION
 
Novel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending ActuatorsNovel 3D-Printed Soft Linear and Bending Actuators
Novel 3D-Printed Soft Linear and Bending Actuators
 
Theory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfTheory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdf
 
Versatile Engineering Construction Firms
Versatile Engineering Construction FirmsVersatile Engineering Construction Firms
Versatile Engineering Construction Firms
 
Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________Gravity concentration_MI20612MI_________
Gravity concentration_MI20612MI_________
 
Indian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfIndian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdf
 
Structural Integrity Assessment Standards in Nigeria by Engr Nimot Muili
Structural Integrity Assessment Standards in Nigeria by Engr Nimot MuiliStructural Integrity Assessment Standards in Nigeria by Engr Nimot Muili
Structural Integrity Assessment Standards in Nigeria by Engr Nimot Muili
 
Module-1-Building Acoustics(Introduction)(Unit-1).pdf
Module-1-Building Acoustics(Introduction)(Unit-1).pdfModule-1-Building Acoustics(Introduction)(Unit-1).pdf
Module-1-Building Acoustics(Introduction)(Unit-1).pdf
 
Javier_Fernandez_CARS_workshop_presentation.pptx
Javier_Fernandez_CARS_workshop_presentation.pptxJavier_Fernandez_CARS_workshop_presentation.pptx
Javier_Fernandez_CARS_workshop_presentation.pptx
 
"Exploring the Essential Functions and Design Considerations of Spillways in ...
"Exploring the Essential Functions and Design Considerations of Spillways in ..."Exploring the Essential Functions and Design Considerations of Spillways in ...
"Exploring the Essential Functions and Design Considerations of Spillways in ...
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10  (Control Schemes) cse.pdfRobotics Group 10  (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdf
 
Artificial Intelligence in Power System overview
Artificial Intelligence in Power System overviewArtificial Intelligence in Power System overview
Artificial Intelligence in Power System overview
 
Prach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism CommunityPrach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism Community
 
priority interrupt computer organization
priority interrupt computer organizationpriority interrupt computer organization
priority interrupt computer organization
 
AntColonyOptimizationManetNetworkAODV.pptx
AntColonyOptimizationManetNetworkAODV.pptxAntColonyOptimizationManetNetworkAODV.pptx
AntColonyOptimizationManetNetworkAODV.pptx
 
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
 

How Netflix Bridges the Gap Between Product and Operations Engineering

  • 1. Josh Evans - Director of Operations Engineering November 16, 2015 Beyond DevOps: How Netflix Bridges the Gap
  • 2. Technical Debt • Java 6 • Perforce • Single Master Jenkins • Ant • CentOS • Asgard/Mimir Fall 2013
  • 3. How do we drive broad-based change?
  • 4. The Paved Road • Java 7 • Stash • Jenkins Shards • Gradle • Ubuntu
  • 5. Some said • You’re overloading us • Too many projects • Poor targeting Others said • What took you so long? • We’ve moved on • Now we need to migrate That’s great but… We’re paying a high tax
  • 6. • Expectations gap – Division of labor – Timing of solutions – Leadership • Affects – Reputation – Relationships – Lost opportunities Organizational Debt
  • 7. How do we bridge the gap?
  • 8. “Remember that TIME is money…”
  • 9. Time is a form of currency
  • 10. • Product Engineering • Operations Engineering • Challenges & Strategies Our time today…
  • 11. • Product Engineering • Operations Engineering • Challenges & Strategies Our time today…
  • 13.
  • 14.
  • 15. ● Every facet of the product ● 1400 AB tests in the last year & accelerating Continuous Innovation
  • 17. Build It • design • code • build • bake • test • deploy Run It • configure • monitor • triage • fix …at scale, globally You build it, you run it
  • 18. Internet • 1000s of starts per second • 100,000s of requests per second • 100,000,000 hours of content / day • 3 AWS Regions, 3 AZs per region
  • 19. Relentless product innovation Building & running micro- services at scale, globally
  • 20. • Product Engineering • Operations Engineering • Challenges & Strategies Our time today…
  • 21. DevOps is a software development method that emphasizes the roles of both software developers and other information-technology (IT) professionals with an emphasis on IT Operations. - Wikipedia The Gap
  • 24. Operational Excellence is the continuous improvement of the management, design, and function of operational environments to achieve greater quality, velocity, and competitive advantage.
  • 25. • Engineering Tools • Insight & Real-time Analytics • Performance & Reliability Operations Engineering is the application of software engineering practices to achieve and sustain operational excellence.
  • 26. Operations Engineering • Service provider • Operational excellence driver • Cross-cutting solutions • Undifferentiated heavy lifting
  • 27. • Product Engineering • Operations Engineering • Challenges & Strategies Our time today…
  • 28. • You’re overloading us • What took you so long? Remember that feedback? • We made assumptions – Requirements – what & when – Time for non-product work
  • 29. • Move from assumptions to knowledge • Affect change without imposing a tax? • Achieve and sustain operational excellence? How do we…
  • 30. Time is a form of currency
  • 31. 5 strategies for success in time-based economies software & organizational engineering
  • 33. • What are your biggest operational pain points? • How can we help? • How well are we meeting your needs today? • What would you like to see from us in the future? Listen Shower, rinse, repeat Talk to your engineering customers
  • 34. Grease the Squeaky Wheels • low tolerance for tax • more vocal than most
  • 35. • High impact solutions • Clarity on deliverables • Lower operational tax • Leadership, innovation, and partnership What they wanted
  • 36. • Deliver on solutions • Better road map definition & communication • A more aggressive stance on automation • Deeper investment into leadership, innovation, planning Our commitments
  • 37. 2. Make an impact • Apply what you’ve learned • Deliver what matters
  • 38. • global cloud console • end to end delivery • automation platform • velocity with confidence
  • 39.
  • 40. Pipelines - Automated Global Delivery
  • 41.
  • 42. 3. Make it easy to do the right thing
  • 43. • Engineering time is scarce • We must do more heavy lifting Supply & Demand
  • 44. • Spinnaker manual step • Automated migrations – Mimir Provide on-ramps
  • 46. • Alerting and Monitoring • Apache & Tomcat Hardening • Automated Canary Analysis • Autoscaling • Chaos Participation • Consistent Naming • ELB Configuration • Healthcheck Configured • Red-Black Pipeline • Squeeze Testing • Timeout & Fallback Tuning • Workload Reliability Production Ready?
  • 47. • Alerting and Monitoring • Apache & Tomcat Hardening • Automated Canary Analysis • Autoscaling • Chaos Participation • Consistent Naming • ELB Configuration • Healthcheck Configured • Red-Black Pipeline • Squeeze Testing • Timeout & Fallback Tuning • Workload Reliability Production Ready?
  • 48. Old Version (v1.0) New Version (v1.1) Load BalancerCustomers 100 Servers 5 Servers 95% 5% Metrics Canaries
  • 49. Old Version (v1.0) New Version (v1.1) Load BalancerCustomers 0 Servers 100 Servers 100% Metrics Canaries
  • 50. Define • Metrics • A threshold Every n minutes ● Classify metrics ● Compute score ● Make a decision Automated Canary Analysis
  • 51. Canary Analysis Performance Integration Tests Chaos Conformity Static Unit Tests Make it easy to do the right thing Static & Functional Testing
  • 52. 4. Reduce the cost of change
  • 53. • Ongoing migrations • Library propagation • 100s of micro-services • Complex dependencies Continuous, Broad-based Change
  • 54. Change Engineering • Locate • Communicate • Facilitate
  • 55. • Automated forensics – Who last touched x? – What team? – Who was their manager? Who owns this artifact, repository, service?
  • 56. Whitepages • Workday wrapper • App & REST API • Organization hierarchy • Metadata • Change log (###) ###-####
  • 57. Krieger • REST-based service • Sources – Whitepages – Stash – Edda – Jenkins – Spinnaker – Etc… { "content": {}, "_links": { "employees": { "href": "/api/employees/" }, "projects": { "href": "/api/projects/" }, "teams": { "href": "/api/teams/" }, "applications": { "href": "/api/applications/" }, "jobs": { "href": "/api/build/jobs" }, "masters": { "href": "/api/build/masters" }, "projectDistribution": { "href": "/api/teams/projectDistribution" } } }
  • 58. /api/employees?q=jevans "employees": [ { "id": "241", "firstName": "Josh", "lastName": "Evans", "username": "jevans", "email": "jevans@netflix.com", "jobTitle": "Director of Operations Engineering", "isManager": true, "isCurrent": true, "title": "Josh Evans (jevans) - Operations Engineering", "_links": { "self": { "href": "/api/employees/241" }, "manager": { "href": "/api/employees/117890" }, "team": { "href": "/api/teams/f9134a81" }, "projects": { "href": "/api/teams/f9134a81/projects" } } } ] }
  • 59. • Security vulnerabilities – Who owns this service? • Platform updates – Who is using this version of this library? Today – Targeted Coordination
  • 60. Automated, efficient technical project management • Communication • Guidance • Tracking Low tax for TPMs & engineers Security Fix Guava Future – Change Campaigns
  • 62. • Nearing completion • Aggressive schedule • Unexpected delays • Commitment to June delivery Spinnaker 1.0 – 1H 2015
  • 63. • Built their own continuous delivery solution • Not positioned for engineering-wide support • Believes common solutions Edge Engineering
  • 64. Partnership in Action • Strong relationship • Open discussions about concerns • Decision - leaned forward • +2 engineers on Spinnaker • Successful 1.0 launch
  • 65. Moving Forward Together • Containers? • Achieving alignment • Collaborative exploration – Edge, Platform, Operations – A new paved road?
  • 66. • Paved Road adopted – Adding new ones • Production Ready ongoing • Migrations easier • Reputation improving • Improved – Service uptime – Rate of change Payoffs
  • 67. Putting it to the test in 2016 • Streaming production & test - EC2 Classic to VPC • Highly cross-functional • Complex dependencies • Zero downtime Stay tuned…
  • 68. Five Strategies 1. Reach out 2. Make an impact 3. Make it easy to do the right thing 4. Reduce the cost of change 5. Develop partnerships

Hinweis der Redaktion

  1. Java 6 – needed to move forward on Java but struggled to drive adoption Perforce – many teams moving to Git – no story for supporting perforce in the cloud Jenkins – long queues & build times Ant – long build times, inefficient dependency management CentOS – slow delivery of new kernel and userland binaries Asgard served us well as a deployment & cloud management Mimir gave a great prototype and we learned a lot Tech debt kept us from doing our jobs well
  2. Does this sound familiar? Have any of you been on one side or the other of this situation?
  3. To move forward we defined the concept of the paved road The paved road promises a well supported integrated developer experience. Java 7 – just to move forward – Java 8 already on the horizon Git – organically adopted by many teams Gradle – built time reduced due to efficient dependency management Ubuntu – more frequent, well vetted userland binarie & kernels Jenkins shards to fix long build times Started building our next generation cloud console & continuous delivery platform Spinnaker We staffed up and went for it – big bang
  4. Read to the audience: He that can earn ten shillings a day by his labour, and goes abroad, or sits idle one half of that day, tho' he spends but sixpence during his diversion or idleness, ought not to reckon that the only expense; he has really spent or rather thrown away five shillings besides. - Advice to a Young Tradesman
  5. Please raise you hand if you know which puritanical workaholic wrote this? In addition to the obvious intent behind this there is a more profound message. Time spent working is related to the money you make but time is also in and of itself a form of currency. It’s the exchange or giving of time that drives the economics of an engineering organization
  6. Netflix has a freedom & responsibility culture. You build it you run it perfectly aligns with our values around autonomy & ownership
  7. This leads a high pressure situation created a shortage of time.
  8. Read definition out loud Out of curiosity – who agrees with this definition? Who disagrees? Not only is there disagreement but the general construct isn’t really that helpful
  9. It doesn’t address how to bridge the gap or why it matters to do so? What’s are the strategies for success? It’s the practices, tools, culture Motivations the reason for doing DevOps is to achieve operational excellence
  10. We do the undifferentiated heavy lifting for out customers. This means we take on the operationally oriented common engineering work across teams so that each team can focus on their core charter.
  11. We do the undifferentiated heavy lifting for out customers. This means we take on the operationally oriented common engineering work across teams so that each team can focus on their core charter.
  12. Going back to our Ben Franklin quote – time is a form of currency. In our engineering world time really is currency. We don’t pay each other to do work. We commit time to projects. In other words we have a time-based economy.
  13. Audience – can anyone name one of the strategies?
  14. Stop spamming us!
  15. Audience – can anyone name one of the strategies? A free chaos monkey for good ones
  16. \
  17. There are several approaches that you might take to solve for this problem. I’ll explore each one.
  18. And once you’ve proven that you can deliver you have some money in the bank. You have earned a seat at the table. Now you’re ready to build strong partnerships.