SlideShare uma empresa Scribd logo
1 de 70
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?

Mais conteúdo relacionado

Mais procurados

Cloud Native Landscape (CNCF and OCI)
Cloud Native Landscape (CNCF and OCI)Cloud Native Landscape (CNCF and OCI)
Cloud Native Landscape (CNCF and OCI)Chris Aniszczyk
 
Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)Akash Agrawal
 
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)涛 吴
 
[Outdated] Secrets of Performance Tuning Java on Kubernetes
[Outdated] Secrets of Performance Tuning Java on Kubernetes[Outdated] Secrets of Performance Tuning Java on Kubernetes
[Outdated] Secrets of Performance Tuning Java on KubernetesBruno Borges
 
Pendo Series B Investor Deck External
Pendo Series B Investor Deck ExternalPendo Series B Investor Deck External
Pendo Series B Investor Deck ExternalTodd Olson
 
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Amazon Web Services
 
How to Build a Telegraf Plugin by Noah Crowley
How to Build a Telegraf Plugin by Noah CrowleyHow to Build a Telegraf Plugin by Noah Crowley
How to Build a Telegraf Plugin by Noah CrowleyInfluxData
 
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...Sonatype
 
Learned from KIND
Learned from KIND Learned from KIND
Learned from KIND HungWei Chiu
 
Apache Kafka Streams + Machine Learning / Deep Learning
Apache Kafka Streams + Machine Learning / Deep LearningApache Kafka Streams + Machine Learning / Deep Learning
Apache Kafka Streams + Machine Learning / Deep LearningKai Wähner
 
Linkedin Series B Pitch Deck
Linkedin Series B Pitch DeckLinkedin Series B Pitch Deck
Linkedin Series B Pitch DeckJoseph Hsieh
 
Choose your own adventure Chaos Engineering - QCon NYC 2017
Choose your own adventure Chaos Engineering - QCon NYC 2017 Choose your own adventure Chaos Engineering - QCon NYC 2017
Choose your own adventure Chaos Engineering - QCon NYC 2017 Nora Jones
 
Reliability Guarantees for Apache Kafka
Reliability Guarantees for Apache KafkaReliability Guarantees for Apache Kafka
Reliability Guarantees for Apache Kafkaconfluent
 
Intercom's first pitch deck!
Intercom's first pitch deck!Intercom's first pitch deck!
Intercom's first pitch deck!Eoghan McCabe
 
The Unicorn Project and the Five Ideals.pdf
The Unicorn Project and the Five Ideals.pdfThe Unicorn Project and the Five Ideals.pdf
The Unicorn Project and the Five Ideals.pdfVMware Tanzu
 
Improve the Development Process with DevOps Practices by Fedorov Vadim
Improve the Development Process with DevOps Practices by Fedorov VadimImprove the Development Process with DevOps Practices by Fedorov Vadim
Improve the Development Process with DevOps Practices by Fedorov VadimSoftServe
 
The Paved Road at Netflix
The Paved Road at NetflixThe Paved Road at Netflix
The Paved Road at NetflixDianne Marsh
 
Understanding InfluxDB Basics: Tags, Fields and Measurements
Understanding InfluxDB Basics: Tags, Fields and MeasurementsUnderstanding InfluxDB Basics: Tags, Fields and Measurements
Understanding InfluxDB Basics: Tags, Fields and MeasurementsInfluxData
 
Contently Pitch Deck
Contently Pitch DeckContently Pitch Deck
Contently Pitch DeckRyan Gum
 

Mais procurados (20)

Cloud Native Landscape (CNCF and OCI)
Cloud Native Landscape (CNCF and OCI)Cloud Native Landscape (CNCF and OCI)
Cloud Native Landscape (CNCF and OCI)
 
Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)
 
infrastructure as code
infrastructure as codeinfrastructure as code
infrastructure as code
 
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)
Behind Pegasus, What matters in a Distributed System (Arch summit shenzhen_2017)
 
[Outdated] Secrets of Performance Tuning Java on Kubernetes
[Outdated] Secrets of Performance Tuning Java on Kubernetes[Outdated] Secrets of Performance Tuning Java on Kubernetes
[Outdated] Secrets of Performance Tuning Java on Kubernetes
 
Pendo Series B Investor Deck External
Pendo Series B Investor Deck ExternalPendo Series B Investor Deck External
Pendo Series B Investor Deck External
 
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
 
How to Build a Telegraf Plugin by Noah Crowley
How to Build a Telegraf Plugin by Noah CrowleyHow to Build a Telegraf Plugin by Noah Crowley
How to Build a Telegraf Plugin by Noah Crowley
 
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
 
Learned from KIND
Learned from KIND Learned from KIND
Learned from KIND
 
Apache Kafka Streams + Machine Learning / Deep Learning
Apache Kafka Streams + Machine Learning / Deep LearningApache Kafka Streams + Machine Learning / Deep Learning
Apache Kafka Streams + Machine Learning / Deep Learning
 
Linkedin Series B Pitch Deck
Linkedin Series B Pitch DeckLinkedin Series B Pitch Deck
Linkedin Series B Pitch Deck
 
Choose your own adventure Chaos Engineering - QCon NYC 2017
Choose your own adventure Chaos Engineering - QCon NYC 2017 Choose your own adventure Chaos Engineering - QCon NYC 2017
Choose your own adventure Chaos Engineering - QCon NYC 2017
 
Reliability Guarantees for Apache Kafka
Reliability Guarantees for Apache KafkaReliability Guarantees for Apache Kafka
Reliability Guarantees for Apache Kafka
 
Intercom's first pitch deck!
Intercom's first pitch deck!Intercom's first pitch deck!
Intercom's first pitch deck!
 
The Unicorn Project and the Five Ideals.pdf
The Unicorn Project and the Five Ideals.pdfThe Unicorn Project and the Five Ideals.pdf
The Unicorn Project and the Five Ideals.pdf
 
Improve the Development Process with DevOps Practices by Fedorov Vadim
Improve the Development Process with DevOps Practices by Fedorov VadimImprove the Development Process with DevOps Practices by Fedorov Vadim
Improve the Development Process with DevOps Practices by Fedorov Vadim
 
The Paved Road at Netflix
The Paved Road at NetflixThe Paved Road at Netflix
The Paved Road at Netflix
 
Understanding InfluxDB Basics: Tags, Fields and Measurements
Understanding InfluxDB Basics: Tags, Fields and MeasurementsUnderstanding InfluxDB Basics: Tags, Fields and Measurements
Understanding InfluxDB Basics: Tags, Fields and Measurements
 
Contently Pitch Deck
Contently Pitch DeckContently Pitch Deck
Contently Pitch Deck
 

Semelhante a 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?
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
 
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
 
Achieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetAchieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetDevoteam Revolve
 
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
 

Semelhante a Beyond DevOps - How Netflix Bridges the Gap (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
 
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
 
Achieving Continuous Delivery with Puppet
Achieving Continuous Delivery with PuppetAchieving Continuous Delivery with Puppet
Achieving Continuous Delivery 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?
 

Mais de 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
 

Mais de 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
 

Último

ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)simmis5
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICS
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICSUNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICS
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICSrknatarajan
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations120cr0395
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...ranjana rawat
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...SUHANI PANDEY
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesPrabhanshu Chaturvedi
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 

Último (20)

(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICS
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICSUNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICS
UNIT-IFLUID PROPERTIES & FLOW CHARACTERISTICS
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
 
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and Properties
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 

Beyond DevOps - How Netflix Bridges the Gap

  • 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

Notas do Editor

  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.