SlideShare a Scribd company logo
1 of 9
Download to read offline
New York USA
London UK
Munich Germany
Zug Switzerland
Chaos Engineering
$336,000/hour is the average cost
of downtime (as per Gartner’s report)
01
Last year AWS experienced 2
Availability-Zone level outages in
Ohio Region
02
It’s a Journey
• Introduce manual
experiments to
verify a hypothesis
• Execute in the
Development
Environment
• Reliability raises in
priorities and
enables confidence
in the product
• Introduce multiple
experiments
• Integrate Experiments
into SDLC
• Execute in Staging/Pre-
Prod environments
• Define “steady
state”
• Ensure
observability is in
place to confirm the
steady state
• Formulate a
hypothesis to
challenge the
steady state
• Run experiments in
Production
• Automatically
execute random
experiments
Crawl Run
Walk Innovate
Reliability Assurance 5
What are the mechanisms
6
• Bash + Python as a solution for everything
• ChaosMesh
• LitmusChaos and Harness
• Gremlin
The harder it is to disrupt the
steady state, the more confidence
we have
03
Goal is to verify that a system
does work, rather than validate
how it works
04
Demo Time!

More Related Content

Similar to GDG Cloud Southlake #21:Alexander Snegovoy: Master Continuous Resiliency in Cloud: Chaos Engineering

Load testing with Visual Studio and Azure - Andrew Siemer
Load testing with Visual Studio and Azure - Andrew SiemerLoad testing with Visual Studio and Azure - Andrew Siemer
Load testing with Visual Studio and Azure - Andrew SiemerAndrew Siemer
 
DevOps - Boldly Go for Distro
DevOps - Boldly Go for DistroDevOps - Boldly Go for Distro
DevOps - Boldly Go for DistroPaul Boos
 
Google, quality and you
Google, quality and youGoogle, quality and you
Google, quality and younelinger
 
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't Suck
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't SuckDeliver Faster with BDD/TDD - Designing Automated Tests That Don't Suck
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't SuckKevin Brockhoff
 
Quantum Computing and Java QC API—Strange
Quantum Computing and Java QC API—StrangeQuantum Computing and Java QC API—Strange
Quantum Computing and Java QC API—StrangeVMware Tanzu
 
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed Systems
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed SystemsDBTest 2013 - In Data Veritas - Data Driven Testing for Distributed Systems
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed SystemsMihir Gandhi
 
Keynote AST 2016
Keynote AST 2016Keynote AST 2016
Keynote AST 2016Kim Herzig
 
Performance tuning Grails applications
Performance tuning Grails applicationsPerformance tuning Grails applications
Performance tuning Grails applicationsLari Hotari
 
How to become a testing expert
How to become a testing expertHow to become a testing expert
How to become a testing expertgaoliang641
 
DockerCon SF 2019 - TDD is Dead
DockerCon SF 2019 - TDD is DeadDockerCon SF 2019 - TDD is Dead
DockerCon SF 2019 - TDD is DeadKevin Crawley
 
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...Paris Salesforce Developer Group
 
Boundary and equivalnce systematic test design
Boundary and equivalnce   systematic test designBoundary and equivalnce   systematic test design
Boundary and equivalnce systematic test designIan McDonald
 
How to Actually DO High-volume Automated Testing
How to Actually DO High-volume Automated TestingHow to Actually DO High-volume Automated Testing
How to Actually DO High-volume Automated TestingTechWell
 
Performance Tuning in the Trenches
Performance Tuning in the TrenchesPerformance Tuning in the Trenches
Performance Tuning in the TrenchesDonald Belcham
 
Cloud Architecture & Distributed Systems Trivia
Cloud Architecture & Distributed Systems TriviaCloud Architecture & Distributed Systems Trivia
Cloud Architecture & Distributed Systems TriviaDr.-Ing. Michael Menzel
 
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald BelchamGetting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham.NET Conf UY
 
Web Application Release
Web Application ReleaseWeb Application Release
Web Application ReleasePiyush Mattoo
 
#ATAGTR2021 Presentation : "Chaos engineering: Break it to make it" by Anupa...
#ATAGTR2021 Presentation :  "Chaos engineering: Break it to make it" by Anupa...#ATAGTR2021 Presentation :  "Chaos engineering: Break it to make it" by Anupa...
#ATAGTR2021 Presentation : "Chaos engineering: Break it to make it" by Anupa...Agile Testing Alliance
 

Similar to GDG Cloud Southlake #21:Alexander Snegovoy: Master Continuous Resiliency in Cloud: Chaos Engineering (20)

Load testing with Visual Studio and Azure - Andrew Siemer
Load testing with Visual Studio and Azure - Andrew SiemerLoad testing with Visual Studio and Azure - Andrew Siemer
Load testing with Visual Studio and Azure - Andrew Siemer
 
DevOps - Boldly Go for Distro
DevOps - Boldly Go for DistroDevOps - Boldly Go for Distro
DevOps - Boldly Go for Distro
 
Google, quality and you
Google, quality and youGoogle, quality and you
Google, quality and you
 
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't Suck
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't SuckDeliver Faster with BDD/TDD - Designing Automated Tests That Don't Suck
Deliver Faster with BDD/TDD - Designing Automated Tests That Don't Suck
 
Quantum Computing and Java QC API—Strange
Quantum Computing and Java QC API—StrangeQuantum Computing and Java QC API—Strange
Quantum Computing and Java QC API—Strange
 
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed Systems
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed SystemsDBTest 2013 - In Data Veritas - Data Driven Testing for Distributed Systems
DBTest 2013 - In Data Veritas - Data Driven Testing for Distributed Systems
 
Software testing basics and its types
Software testing basics and its typesSoftware testing basics and its types
Software testing basics and its types
 
Keynote AST 2016
Keynote AST 2016Keynote AST 2016
Keynote AST 2016
 
Performance tuning Grails applications
Performance tuning Grails applicationsPerformance tuning Grails applications
Performance tuning Grails applications
 
How to become a testing expert
How to become a testing expertHow to become a testing expert
How to become a testing expert
 
DockerCon SF 2019 - TDD is Dead
DockerCon SF 2019 - TDD is DeadDockerCon SF 2019 - TDD is Dead
DockerCon SF 2019 - TDD is Dead
 
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...
DX@Scale: Optimizing Salesforce Development and Deployment for large scale pr...
 
Boundary and equivalnce systematic test design
Boundary and equivalnce   systematic test designBoundary and equivalnce   systematic test design
Boundary and equivalnce systematic test design
 
How to Actually DO High-volume Automated Testing
How to Actually DO High-volume Automated TestingHow to Actually DO High-volume Automated Testing
How to Actually DO High-volume Automated Testing
 
Performance Tuning in the Trenches
Performance Tuning in the TrenchesPerformance Tuning in the Trenches
Performance Tuning in the Trenches
 
Cloud Architecture & Distributed Systems Trivia
Cloud Architecture & Distributed Systems TriviaCloud Architecture & Distributed Systems Trivia
Cloud Architecture & Distributed Systems Trivia
 
ChaosEngineeringITEA.pptx
ChaosEngineeringITEA.pptxChaosEngineeringITEA.pptx
ChaosEngineeringITEA.pptx
 
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald BelchamGetting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham
Getting Ahead of Delivery Issues with Deep SDLC Analysis by Donald Belcham
 
Web Application Release
Web Application ReleaseWeb Application Release
Web Application Release
 
#ATAGTR2021 Presentation : "Chaos engineering: Break it to make it" by Anupa...
#ATAGTR2021 Presentation :  "Chaos engineering: Break it to make it" by Anupa...#ATAGTR2021 Presentation :  "Chaos engineering: Break it to make it" by Anupa...
#ATAGTR2021 Presentation : "Chaos engineering: Break it to make it" by Anupa...
 

More from James Anderson

GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebGDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebJames Anderson
 
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...James Anderson
 
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...James Anderson
 
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for Kubernetes
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for KubernetesGDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for Kubernetes
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for KubernetesJames Anderson
 
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...James Anderson
 
GDG SLK - Why should devs care about container security.pdf
GDG SLK - Why should devs care about container security.pdfGDG SLK - Why should devs care about container security.pdf
GDG SLK - Why should devs care about container security.pdfJames Anderson
 
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdf
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdfGraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdf
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdfJames Anderson
 
GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...
 GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ... GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...
GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...James Anderson
 
A3 - AR Code Planetarium CST.pdf
A3 - AR Code Planetarium CST.pdfA3 - AR Code Planetarium CST.pdf
A3 - AR Code Planetarium CST.pdfJames Anderson
 
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...James Anderson
 
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language ModelsGDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language ModelsJames Anderson
 
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...James Anderson
 
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...James Anderson
 
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...James Anderson
 
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...James Anderson
 
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for Everyone
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for EveryoneGDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for Everyone
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for EveryoneJames Anderson
 
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...James Anderson
 
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...James Anderson
 
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...James Anderson
 
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud Boundaries
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud BoundariesGDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud Boundaries
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud BoundariesJames Anderson
 

More from James Anderson (20)

GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebGDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
 
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...
GDG Cloud Southlake 31: Santosh Chennuri and Festus Yeboah: Empowering Develo...
 
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
 
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for Kubernetes
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for KubernetesGDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for Kubernetes
GDG Cloud Southlake 29 Jimmy Mesta OWASP Top 10 for Kubernetes
 
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...
GDG Cloud Southlake 28 Brad Taylor and Shawn Augenstein Old Problems in the N...
 
GDG SLK - Why should devs care about container security.pdf
GDG SLK - Why should devs care about container security.pdfGDG SLK - Why should devs care about container security.pdf
GDG SLK - Why should devs care about container security.pdf
 
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdf
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdfGraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdf
GraphQL Insights Deck ( Sabre_GDG - Sept 2023).pdf
 
GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...
 GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ... GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...
GDG Cloud Southlake #25: Jacek Ostrowski & David Browne: Sabre's Journey to ...
 
A3 - AR Code Planetarium CST.pdf
A3 - AR Code Planetarium CST.pdfA3 - AR Code Planetarium CST.pdf
A3 - AR Code Planetarium CST.pdf
 
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...
GDG Cloud Southlake #24: Arty Starr: Enabling Powerful Software Insights by V...
 
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language ModelsGDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models
GDG Cloud Southlake #23:Ralph Lloren: Social Engineering Large Language Models
 
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...
GDG Cloud Southlake no. 22 Gutta and Nayer GCP Terraform Modules Scaling Your...
 
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...
GDG Cloud Southlake #20:Stefano Doni: Kubernetes performance tuning dilemma: ...
 
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...
GDG Cloud Southlake #19: Sullivan and Schuh: Design Thinking Primer: How to B...
 
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...
GDG Cloud Southlake #18 Yujun Liang Crawl, Walk, Run My Journey into Google C...
 
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for Everyone
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for EveryoneGDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for Everyone
GDG Cloud Southlake #17: Meg Dickey-Kurdziolek: Explainable AI is for Everyone
 
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...
 
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...
GDG Cloud Southlake #15: Mihir Mistry: Cybersecurity and Data Privacy in an A...
 
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...
GDG Cloud Southlake #14: Jonathan Schneider: OpenRewrite: Making your source ...
 
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud Boundaries
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud BoundariesGDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud Boundaries
GDG Cloud Southlake #9 Secure Cloud Networking - Beyond Cloud Boundaries
 

Recently uploaded

Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsPrecisely
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 

Recently uploaded (20)

Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power Systems
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 

GDG Cloud Southlake #21:Alexander Snegovoy: Master Continuous Resiliency in Cloud: Chaos Engineering

  • 1.
  • 2. New York USA London UK Munich Germany Zug Switzerland Chaos Engineering
  • 3. $336,000/hour is the average cost of downtime (as per Gartner’s report) 01
  • 4. Last year AWS experienced 2 Availability-Zone level outages in Ohio Region 02
  • 5. It’s a Journey • Introduce manual experiments to verify a hypothesis • Execute in the Development Environment • Reliability raises in priorities and enables confidence in the product • Introduce multiple experiments • Integrate Experiments into SDLC • Execute in Staging/Pre- Prod environments • Define “steady state” • Ensure observability is in place to confirm the steady state • Formulate a hypothesis to challenge the steady state • Run experiments in Production • Automatically execute random experiments Crawl Run Walk Innovate Reliability Assurance 5
  • 6. What are the mechanisms 6 • Bash + Python as a solution for everything • ChaosMesh • LitmusChaos and Harness • Gremlin
  • 7. The harder it is to disrupt the steady state, the more confidence we have 03
  • 8. Goal is to verify that a system does work, rather than validate how it works 04