SlideShare a Scribd company logo
1 of 26
Download to read offline
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Cloud-native
Patterns
Didier Burkhalter Alexandre Roman
Platform Architect Platform Architect
@didierDIB @Alexandre_Roman
July 4th, 2019
Welcome to this session!
Didier Burkhalter
Platform Architect, Pivotal
@didierDIB
Alexandre Roman
Platform Architect, Pivotal
@Alexandre_Roman
Cover w/ Image
Agenda
■ Cloud-native patterns overview
■ Apply these patterns to your apps
■ Demo
■ Q+A during the lunch ;)
Cloud-native patterns overview
A map for Cloud-native patterns
Stateless
DDD /
Bounded
context / fine
grain
12 factors
Circuit
breaker
Client LB
YP / Service
Registry
asynchronous
API first
API gateway
event driven
disposable
(12X)
chaos
engineering
CI/CD
Small iterations
Continuous refactoring
instant scale up
/ scale down
site reliability
engineering
Continuous
update / patch
Vault
External
config’s
Contract
Data services
abstractions
anti fragile
/
resiliency
product centric observability
SLO / SLI
Design
Security
Behavior
Team
Distributed
Architectures
Value via
communication
A map for Cloud-native patterns
12 factors
Circuit
breaker
Client LB
YP / Service
Registry
asynchronous
API gateway
event driven
disposable
(12X)
chaos
engineering
CI/CD
Small iterations
Continuous refactoring
instant scale up
/ scale down
site reliability
engineering
Continuous
update / patch
Vault
External
config’s
Contract
Data services
abstractions
anti fragile
/
resiliency
product centric observability
SLO / SLI
Design
Security
Behavior
Team
Distributed
Architectures
Value via
communication
Stateless
DDD /
Bounded
context / fine
grain
How to apply these patterns to your apps?
Demo app architecture
API Gateway
Spring Cloud Gateway
Frontend UI
Spring Boot + Vue.js
Users API
Spring Cloud
Connections API
Spring Cloud
Feeds API
Spring Cloud
Search API
Spring Cloud
Posts API
Spring Cloud
Service Discovery
Netflix Eureka
httpshttps
Cloud-native patterns in action
yatc.cfapps.io
API first
API as a product
➔ Design fine-grained APIs
◆ Balance between chatty and coarse-grained APIs
➔ Apply domain driven design, embrace bounded context principles
➔ Distributed architecture: a way to scale out your application workloads
➔ Composability: build your app from component parts
➔ Hide your microservices implementation using Spring Cloud Gateway
◆ Keep your public API stable, handle breaking changes with care
API gateway and Service discovery in action
API Gateway
Spring Cloud Gateway
Frontend UI
Spring Boot + Vue.js
Users API
Spring Cloud
Connections API
Spring Cloud
Feeds API
Spring Cloud
Search API
Spring Cloud
Posts API
Spring Cloud
Service Discovery
Netflix Eureka
httpshttps
Service discovery
Know where you are
➔ Leverage Spring Cloud to locate your services
◆ Pluggable DiscoveryClient extensions: Consul, Kubernetes, Netflix Eureka
➔ Think dynamic, not static: you may scale out your app (more instances), or scale to zero
➔ Build with resilience in mind: apply circuit breaker pattern
◆ You don’t know when a service is down
➔ Spring Cloud provides a high level platform abstraction
◆ WebClient / RestTemplate nicely fit with Netflix OSS, Resilience4j, Kubernetes
Scaling out your app
API Gateway
Spring Cloud Gateway
Frontend UI
Spring Boot + Vue.js
Users API
Spring Cloud
Connections API
Spring Cloud
Feeds API
Spring Cloud
Search API
Spring Cloud
Posts API
Spring Cloud
Service Discovery
Netflix Eureka
httpshttps
Me doing chaos monkey in production
Chaos engineering
“Organize” the chaos, Murphy’s law is coming! Or … Failure is normal !
➔ Disposability: get help from both your design and platform features
◆ Kill your app and wait for “scream”
◆ Let the platform recover your app and analyse what happens
◆ Scale out your app, kill a container and analyze what happens
➔ Test often, test early, break often, break early (tested last week …)
◆ Functional tests are not enough: the datacenter will burn
◆ More time to enhance your design
➔ Never trust the network
◆ “It was DNS” or the Load balancer or …
Observability & monitoring
Improved measures optimize mission effectiveness:
give sense, collect sense, shared sense
➔ Leverage out-of-the-box non-functional instruments
◆ Just add Spring Boot Actuator and Micrometer Prometheus Exporter
➔ Use tailored tools to scrape metrics
◆ Prometheus, Datadog, Dynatrace, Application Insights, Wavefront, etc.
➔ Create ad-hoc dashboards depending on who’s viewing it
◆ Build your own dashboard using Grafana
Exposing app metrics
API gateway
Spring Cloud Gateway
Frontend UI
Spring Boot + Vue.js
httpshttps
Prometheus
Database
Grafana
Dashboard
Demo
Monitoring apps with Prometheus/Grafana
Monitoring apps with Prometheus/Grafana
Monitoring gateway with Prometheus/Grafana
Spring Cloud Sleuth & .Net Core - OpenTracing combined
Cloud-native patterns seen as a “mille-feuille”
Methodology
Learn the necessary practices to
build modern software
Tools
Build with products focused on
developer productivity
Platform
Run every app, on every cloud,
on a unified platform
Cloud-native
software
Pivotal Labs and
Services
Pivotal Cloud Foundry
Best-in-class products
Your teams
Pivotal
Culture
Continually improve and deliver
customer success
Resources
Resources
➔ The 12 Factor App manifesto: 12factor.net
➔ Google Site Reliability Engineering: landing.google.com/sre/books
➔ Error budget: www.youtube.com/watch?v=lXPmh9Ap114
➔ How Improved Measures Optimize Mission Effectiveness white-paper
➔ Get the app source code: github.com/alexandreroman/yatc
➔ Chaos Monkey for Spring Boot codecentric.github.io/chaos-monkey-spring-boot
Tirage au sort - Des Google Nest Hub Charbon à gagner
Remplissez le formulaire d’évaluation avant 15h30
Transforming how the world builds software
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.

More Related Content

What's hot

Serverless Functions: Accelerating DevOps Adoption
Serverless Functions: Accelerating DevOps AdoptionServerless Functions: Accelerating DevOps Adoption
Serverless Functions: Accelerating DevOps AdoptionAll Things Open
 
The what, why and how of knative
The what, why and how of knativeThe what, why and how of knative
The what, why and how of knativeMofizur Rahman
 
Spring Boot Observability
Spring Boot ObservabilitySpring Boot Observability
Spring Boot ObservabilityVMware Tanzu
 
Tectonic Summit 2016: Multitenant Data Architectures with Kubernetes
Tectonic Summit 2016: Multitenant Data Architectures with KubernetesTectonic Summit 2016: Multitenant Data Architectures with Kubernetes
Tectonic Summit 2016: Multitenant Data Architectures with KubernetesCoreOS
 
Handling Secrets in Your Cloud Native Architecture
Handling Secrets in Your Cloud Native ArchitectureHandling Secrets in Your Cloud Native Architecture
Handling Secrets in Your Cloud Native ArchitectureVMware Tanzu
 
Building and Running Workloads the Knative Way
Building and Running Workloads the Knative WayBuilding and Running Workloads the Knative Way
Building and Running Workloads the Knative WayQAware GmbH
 
Is your kubernetes negative or positive
Is your kubernetes negative or positive Is your kubernetes negative or positive
Is your kubernetes negative or positive LibbySchulze
 
Large Scale Cloud Infrastructure Using Shared Components
Large Scale Cloud Infrastructure Using Shared ComponentsLarge Scale Cloud Infrastructure Using Shared Components
Large Scale Cloud Infrastructure Using Shared ComponentsEficode
 
GitOps is the best modern practice for CD with Kubernetes
GitOps is the best modern practice for CD with KubernetesGitOps is the best modern practice for CD with Kubernetes
GitOps is the best modern practice for CD with KubernetesVolodymyr Shynkar
 
10 Steps to Cloud Happiness
10 Steps to Cloud Happiness10 Steps to Cloud Happiness
10 Steps to Cloud HappinessAll Things Open
 
Knative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftKnative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftChris Suszyński
 
IoT Scale Event-Stream Processing for Connected Fleet at Penske
IoT Scale Event-Stream Processing for Connected Fleet at PenskeIoT Scale Event-Stream Processing for Connected Fleet at Penske
IoT Scale Event-Stream Processing for Connected Fleet at PenskeVMware Tanzu
 
Kubestr browse2021.pptx
Kubestr browse2021.pptxKubestr browse2021.pptx
Kubestr browse2021.pptxLibbySchulze
 
Spring Cloud Data Flow Overview
Spring Cloud Data Flow OverviewSpring Cloud Data Flow Overview
Spring Cloud Data Flow OverviewVMware Tanzu
 
Spring Cloud Into Production
Spring Cloud Into ProductionSpring Cloud Into Production
Spring Cloud Into ProductionTodd Miller
 
Compass digital ocean’s customer advisory group 2021_10
Compass digital ocean’s customer advisory group 2021_10Compass digital ocean’s customer advisory group 2021_10
Compass digital ocean’s customer advisory group 2021_10Pierre Mavro
 
Beyond OpenStack | OpenStack in Real Life
Beyond OpenStack | OpenStack in Real LifeBeyond OpenStack | OpenStack in Real Life
Beyond OpenStack | OpenStack in Real LifeOpsta
 
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...Daniel Bryant
 
Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Yan Cui
 
stackconf 2021 | Platform as a Product
stackconf 2021 | Platform as a Productstackconf 2021 | Platform as a Product
stackconf 2021 | Platform as a ProductNETWAYS
 

What's hot (20)

Serverless Functions: Accelerating DevOps Adoption
Serverless Functions: Accelerating DevOps AdoptionServerless Functions: Accelerating DevOps Adoption
Serverless Functions: Accelerating DevOps Adoption
 
The what, why and how of knative
The what, why and how of knativeThe what, why and how of knative
The what, why and how of knative
 
Spring Boot Observability
Spring Boot ObservabilitySpring Boot Observability
Spring Boot Observability
 
Tectonic Summit 2016: Multitenant Data Architectures with Kubernetes
Tectonic Summit 2016: Multitenant Data Architectures with KubernetesTectonic Summit 2016: Multitenant Data Architectures with Kubernetes
Tectonic Summit 2016: Multitenant Data Architectures with Kubernetes
 
Handling Secrets in Your Cloud Native Architecture
Handling Secrets in Your Cloud Native ArchitectureHandling Secrets in Your Cloud Native Architecture
Handling Secrets in Your Cloud Native Architecture
 
Building and Running Workloads the Knative Way
Building and Running Workloads the Knative WayBuilding and Running Workloads the Knative Way
Building and Running Workloads the Knative Way
 
Is your kubernetes negative or positive
Is your kubernetes negative or positive Is your kubernetes negative or positive
Is your kubernetes negative or positive
 
Large Scale Cloud Infrastructure Using Shared Components
Large Scale Cloud Infrastructure Using Shared ComponentsLarge Scale Cloud Infrastructure Using Shared Components
Large Scale Cloud Infrastructure Using Shared Components
 
GitOps is the best modern practice for CD with Kubernetes
GitOps is the best modern practice for CD with KubernetesGitOps is the best modern practice for CD with Kubernetes
GitOps is the best modern practice for CD with Kubernetes
 
10 Steps to Cloud Happiness
10 Steps to Cloud Happiness10 Steps to Cloud Happiness
10 Steps to Cloud Happiness
 
Knative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and OpenshiftKnative, Serverless on Kubernetes, and Openshift
Knative, Serverless on Kubernetes, and Openshift
 
IoT Scale Event-Stream Processing for Connected Fleet at Penske
IoT Scale Event-Stream Processing for Connected Fleet at PenskeIoT Scale Event-Stream Processing for Connected Fleet at Penske
IoT Scale Event-Stream Processing for Connected Fleet at Penske
 
Kubestr browse2021.pptx
Kubestr browse2021.pptxKubestr browse2021.pptx
Kubestr browse2021.pptx
 
Spring Cloud Data Flow Overview
Spring Cloud Data Flow OverviewSpring Cloud Data Flow Overview
Spring Cloud Data Flow Overview
 
Spring Cloud Into Production
Spring Cloud Into ProductionSpring Cloud Into Production
Spring Cloud Into Production
 
Compass digital ocean’s customer advisory group 2021_10
Compass digital ocean’s customer advisory group 2021_10Compass digital ocean’s customer advisory group 2021_10
Compass digital ocean’s customer advisory group 2021_10
 
Beyond OpenStack | OpenStack in Real Life
Beyond OpenStack | OpenStack in Real LifeBeyond OpenStack | OpenStack in Real Life
Beyond OpenStack | OpenStack in Real Life
 
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...
HashiCorp Webinar: "Getting started with Ambassador and Consul on Kubernetes ...
 
Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)
 
stackconf 2021 | Platform as a Product
stackconf 2021 | Platform as a Productstackconf 2021 | Platform as a Product
stackconf 2021 | Platform as a Product
 

Similar to Cloud-native Patterns

Resilient Microservices with Spring Cloud
Resilient Microservices with Spring CloudResilient Microservices with Spring Cloud
Resilient Microservices with Spring CloudVMware Tanzu
 
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...Srijan Technologies
 
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...Ludovic Piot
 
.NET Cloud-Native Bootcamp
.NET Cloud-Native Bootcamp.NET Cloud-Native Bootcamp
.NET Cloud-Native BootcampVMware Tanzu
 
Improving Your Company’s Health with Middleware Takeout
Improving Your Company’s Health with Middleware TakeoutImproving Your Company’s Health with Middleware Takeout
Improving Your Company’s Health with Middleware TakeoutVMware Tanzu
 
.NET Cloud-Native Bootcamp- Los Angeles
.NET Cloud-Native Bootcamp- Los Angeles.NET Cloud-Native Bootcamp- Los Angeles
.NET Cloud-Native Bootcamp- Los AngelesVMware Tanzu
 
An introduction to Serverless
An introduction to ServerlessAn introduction to Serverless
An introduction to ServerlessAdrien Blind
 
Best Practices for Building Hybrid-Cloud Architectures | Hans Jespersen
Best Practices for Building Hybrid-Cloud Architectures | Hans JespersenBest Practices for Building Hybrid-Cloud Architectures | Hans Jespersen
Best Practices for Building Hybrid-Cloud Architectures | Hans Jespersenconfluent
 
Using cloud native development to achieve digital transformation
Using cloud native development to achieve digital transformationUsing cloud native development to achieve digital transformation
Using cloud native development to achieve digital transformationUni Systems S.M.S.A.
 
Netflix Architecture and Open Source
Netflix Architecture and Open SourceNetflix Architecture and Open Source
Netflix Architecture and Open SourceAll Things Open
 
GCP Meetup #3 - Approaches to Cloud Native Architectures
GCP Meetup #3 - Approaches to Cloud Native ArchitecturesGCP Meetup #3 - Approaches to Cloud Native Architectures
GCP Meetup #3 - Approaches to Cloud Native Architecturesnine
 
The path to a serverless-native era with Kubernetes
The path to a serverless-native era with KubernetesThe path to a serverless-native era with Kubernetes
The path to a serverless-native era with Kubernetessparkfabrik
 
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...NETWAYS
 
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootSpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootVMware Tanzu
 
Pivoting Spring XD to Spring Cloud Data Flow with Sabby Anandan
Pivoting Spring XD to Spring Cloud Data Flow with Sabby AnandanPivoting Spring XD to Spring Cloud Data Flow with Sabby Anandan
Pivoting Spring XD to Spring Cloud Data Flow with Sabby AnandanPivotalOpenSourceHub
 
Cluster-as-code. The Many Ways towards Kubernetes
Cluster-as-code. The Many Ways towards KubernetesCluster-as-code. The Many Ways towards Kubernetes
Cluster-as-code. The Many Ways towards KubernetesQAware GmbH
 
SpringBoot and Spring Cloud Service for MSA
SpringBoot and Spring Cloud Service for MSASpringBoot and Spring Cloud Service for MSA
SpringBoot and Spring Cloud Service for MSAOracle Korea
 
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)VMware Tanzu
 
PCF: Platform for a New Era - Kubernetes for the Enterprise - London
PCF: Platform for a New Era - Kubernetes for the Enterprise - LondonPCF: Platform for a New Era - Kubernetes for the Enterprise - London
PCF: Platform for a New Era - Kubernetes for the Enterprise - LondonVMware Tanzu
 

Similar to Cloud-native Patterns (20)

Resilient Microservices with Spring Cloud
Resilient Microservices with Spring CloudResilient Microservices with Spring Cloud
Resilient Microservices with Spring Cloud
 
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...
[Srijan Wednesday Webinars] How to Build a Cloud Native Platform for Enterpri...
 
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...
[Capitole du Libre] #serverless -  mettez-le en oeuvre dans votre entreprise...
 
.NET Cloud-Native Bootcamp
.NET Cloud-Native Bootcamp.NET Cloud-Native Bootcamp
.NET Cloud-Native Bootcamp
 
Improving Your Company’s Health with Middleware Takeout
Improving Your Company’s Health with Middleware TakeoutImproving Your Company’s Health with Middleware Takeout
Improving Your Company’s Health with Middleware Takeout
 
.NET Cloud-Native Bootcamp- Los Angeles
.NET Cloud-Native Bootcamp- Los Angeles.NET Cloud-Native Bootcamp- Los Angeles
.NET Cloud-Native Bootcamp- Los Angeles
 
An introduction to Serverless
An introduction to ServerlessAn introduction to Serverless
An introduction to Serverless
 
Best Practices for Building Hybrid-Cloud Architectures | Hans Jespersen
Best Practices for Building Hybrid-Cloud Architectures | Hans JespersenBest Practices for Building Hybrid-Cloud Architectures | Hans Jespersen
Best Practices for Building Hybrid-Cloud Architectures | Hans Jespersen
 
Using cloud native development to achieve digital transformation
Using cloud native development to achieve digital transformationUsing cloud native development to achieve digital transformation
Using cloud native development to achieve digital transformation
 
Netflix Architecture and Open Source
Netflix Architecture and Open SourceNetflix Architecture and Open Source
Netflix Architecture and Open Source
 
GCP Meetup #3 - Approaches to Cloud Native Architectures
GCP Meetup #3 - Approaches to Cloud Native ArchitecturesGCP Meetup #3 - Approaches to Cloud Native Architectures
GCP Meetup #3 - Approaches to Cloud Native Architectures
 
The path to a serverless-native era with Kubernetes
The path to a serverless-native era with KubernetesThe path to a serverless-native era with Kubernetes
The path to a serverless-native era with Kubernetes
 
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...
stackconf 2020 | The path to a Serverless-native era with Kubernetes by Paolo...
 
The Future of Cloud Innovation, featuring Adrian Cockcroft
The Future of Cloud Innovation, featuring Adrian CockcroftThe Future of Cloud Innovation, featuring Adrian Cockcroft
The Future of Cloud Innovation, featuring Adrian Cockcroft
 
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootSpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
 
Pivoting Spring XD to Spring Cloud Data Flow with Sabby Anandan
Pivoting Spring XD to Spring Cloud Data Flow with Sabby AnandanPivoting Spring XD to Spring Cloud Data Flow with Sabby Anandan
Pivoting Spring XD to Spring Cloud Data Flow with Sabby Anandan
 
Cluster-as-code. The Many Ways towards Kubernetes
Cluster-as-code. The Many Ways towards KubernetesCluster-as-code. The Many Ways towards Kubernetes
Cluster-as-code. The Many Ways towards Kubernetes
 
SpringBoot and Spring Cloud Service for MSA
SpringBoot and Spring Cloud Service for MSASpringBoot and Spring Cloud Service for MSA
SpringBoot and Spring Cloud Service for MSA
 
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)
Spring Boot & Spring Cloud on PAS- Nate Schutta (1/2)
 
PCF: Platform for a New Era - Kubernetes for the Enterprise - London
PCF: Platform for a New Era - Kubernetes for the Enterprise - LondonPCF: Platform for a New Era - Kubernetes for the Enterprise - London
PCF: Platform for a New Era - Kubernetes for the Enterprise - London
 

More from VMware Tanzu

What AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItWhat AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItVMware Tanzu
 
Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023VMware Tanzu
 
Enhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleEnhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleVMware Tanzu
 
Spring Update | July 2023
Spring Update | July 2023Spring Update | July 2023
Spring Update | July 2023VMware Tanzu
 
Platforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductPlatforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductVMware Tanzu
 
Building Cloud Ready Apps
Building Cloud Ready AppsBuilding Cloud Ready Apps
Building Cloud Ready AppsVMware Tanzu
 
Spring Boot 3 And Beyond
Spring Boot 3 And BeyondSpring Boot 3 And Beyond
Spring Boot 3 And BeyondVMware Tanzu
 
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfSpring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfVMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023VMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023VMware Tanzu
 
tanzu_developer_connect.pptx
tanzu_developer_connect.pptxtanzu_developer_connect.pptx
tanzu_developer_connect.pptxVMware Tanzu
 
Tanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchTanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchVMware Tanzu
 
Tanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishTanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishVMware Tanzu
 
Virtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVirtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVMware Tanzu
 
Tanzu Developer Connect - French
Tanzu Developer Connect - FrenchTanzu Developer Connect - French
Tanzu Developer Connect - FrenchVMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023VMware Tanzu
 
SpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerSpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerVMware Tanzu
 
SpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeSpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeVMware Tanzu
 
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsSpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsVMware Tanzu
 
SpringOne Tour: Doing Progressive Delivery with your Team
SpringOne Tour: Doing Progressive Delivery with your TeamSpringOne Tour: Doing Progressive Delivery with your Team
SpringOne Tour: Doing Progressive Delivery with your TeamVMware Tanzu
 

More from VMware Tanzu (20)

What AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItWhat AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About It
 
Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023
 
Enhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleEnhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at Scale
 
Spring Update | July 2023
Spring Update | July 2023Spring Update | July 2023
Spring Update | July 2023
 
Platforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductPlatforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a Product
 
Building Cloud Ready Apps
Building Cloud Ready AppsBuilding Cloud Ready Apps
Building Cloud Ready Apps
 
Spring Boot 3 And Beyond
Spring Boot 3 And BeyondSpring Boot 3 And Beyond
Spring Boot 3 And Beyond
 
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfSpring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
 
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
 
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
 
tanzu_developer_connect.pptx
tanzu_developer_connect.pptxtanzu_developer_connect.pptx
tanzu_developer_connect.pptx
 
Tanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchTanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - French
 
Tanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishTanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - English
 
Virtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVirtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - English
 
Tanzu Developer Connect - French
Tanzu Developer Connect - FrenchTanzu Developer Connect - French
Tanzu Developer Connect - French
 
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
 
SpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerSpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software Engineer
 
SpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeSpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs Practice
 
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsSpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
 
SpringOne Tour: Doing Progressive Delivery with your Team
SpringOne Tour: Doing Progressive Delivery with your TeamSpringOne Tour: Doing Progressive Delivery with your Team
SpringOne Tour: Doing Progressive Delivery with your Team
 

Recently uploaded

Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...OnePlan Solutions
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxComplianceQuest1
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationkaushalgiri8080
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVshikhaohhpro
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️anilsa9823
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsArshad QA
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number SystemsJheuzeDellosa
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfkalichargn70th171
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about usDynamic Netsoft
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantAxelRicardoTrocheRiq
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Modelsaagamshah0812
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)OPEN KNOWLEDGE GmbH
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsAndolasoft Inc
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
 
Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionSolGuruz
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideChristina Lin
 

Recently uploaded (20)

Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docx
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanation
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTV
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview Questions
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number Systems
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about us
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service Consultant
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Models
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.js
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
 
Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with Precision
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
 

Cloud-native Patterns

  • 1. © Copyright 2019 Pivotal Software, Inc. All rights Reserved. Cloud-native Patterns Didier Burkhalter Alexandre Roman Platform Architect Platform Architect @didierDIB @Alexandre_Roman July 4th, 2019
  • 2. Welcome to this session! Didier Burkhalter Platform Architect, Pivotal @didierDIB Alexandre Roman Platform Architect, Pivotal @Alexandre_Roman
  • 3. Cover w/ Image Agenda ■ Cloud-native patterns overview ■ Apply these patterns to your apps ■ Demo ■ Q+A during the lunch ;)
  • 5. A map for Cloud-native patterns Stateless DDD / Bounded context / fine grain 12 factors Circuit breaker Client LB YP / Service Registry asynchronous API first API gateway event driven disposable (12X) chaos engineering CI/CD Small iterations Continuous refactoring instant scale up / scale down site reliability engineering Continuous update / patch Vault External config’s Contract Data services abstractions anti fragile / resiliency product centric observability SLO / SLI Design Security Behavior Team Distributed Architectures Value via communication
  • 6. A map for Cloud-native patterns 12 factors Circuit breaker Client LB YP / Service Registry asynchronous API gateway event driven disposable (12X) chaos engineering CI/CD Small iterations Continuous refactoring instant scale up / scale down site reliability engineering Continuous update / patch Vault External config’s Contract Data services abstractions anti fragile / resiliency product centric observability SLO / SLI Design Security Behavior Team Distributed Architectures Value via communication Stateless DDD / Bounded context / fine grain
  • 7. How to apply these patterns to your apps?
  • 8. Demo app architecture API Gateway Spring Cloud Gateway Frontend UI Spring Boot + Vue.js Users API Spring Cloud Connections API Spring Cloud Feeds API Spring Cloud Search API Spring Cloud Posts API Spring Cloud Service Discovery Netflix Eureka httpshttps
  • 9. Cloud-native patterns in action yatc.cfapps.io
  • 10. API first API as a product ➔ Design fine-grained APIs ◆ Balance between chatty and coarse-grained APIs ➔ Apply domain driven design, embrace bounded context principles ➔ Distributed architecture: a way to scale out your application workloads ➔ Composability: build your app from component parts ➔ Hide your microservices implementation using Spring Cloud Gateway ◆ Keep your public API stable, handle breaking changes with care
  • 11. API gateway and Service discovery in action API Gateway Spring Cloud Gateway Frontend UI Spring Boot + Vue.js Users API Spring Cloud Connections API Spring Cloud Feeds API Spring Cloud Search API Spring Cloud Posts API Spring Cloud Service Discovery Netflix Eureka httpshttps
  • 12. Service discovery Know where you are ➔ Leverage Spring Cloud to locate your services ◆ Pluggable DiscoveryClient extensions: Consul, Kubernetes, Netflix Eureka ➔ Think dynamic, not static: you may scale out your app (more instances), or scale to zero ➔ Build with resilience in mind: apply circuit breaker pattern ◆ You don’t know when a service is down ➔ Spring Cloud provides a high level platform abstraction ◆ WebClient / RestTemplate nicely fit with Netflix OSS, Resilience4j, Kubernetes
  • 13. Scaling out your app API Gateway Spring Cloud Gateway Frontend UI Spring Boot + Vue.js Users API Spring Cloud Connections API Spring Cloud Feeds API Spring Cloud Search API Spring Cloud Posts API Spring Cloud Service Discovery Netflix Eureka httpshttps
  • 14. Me doing chaos monkey in production
  • 15. Chaos engineering “Organize” the chaos, Murphy’s law is coming! Or … Failure is normal ! ➔ Disposability: get help from both your design and platform features ◆ Kill your app and wait for “scream” ◆ Let the platform recover your app and analyse what happens ◆ Scale out your app, kill a container and analyze what happens ➔ Test often, test early, break often, break early (tested last week …) ◆ Functional tests are not enough: the datacenter will burn ◆ More time to enhance your design ➔ Never trust the network ◆ “It was DNS” or the Load balancer or …
  • 16. Observability & monitoring Improved measures optimize mission effectiveness: give sense, collect sense, shared sense ➔ Leverage out-of-the-box non-functional instruments ◆ Just add Spring Boot Actuator and Micrometer Prometheus Exporter ➔ Use tailored tools to scrape metrics ◆ Prometheus, Datadog, Dynatrace, Application Insights, Wavefront, etc. ➔ Create ad-hoc dashboards depending on who’s viewing it ◆ Build your own dashboard using Grafana
  • 17. Exposing app metrics API gateway Spring Cloud Gateway Frontend UI Spring Boot + Vue.js httpshttps Prometheus Database Grafana Dashboard
  • 18. Demo
  • 19. Monitoring apps with Prometheus/Grafana
  • 20. Monitoring apps with Prometheus/Grafana Monitoring gateway with Prometheus/Grafana
  • 21. Spring Cloud Sleuth & .Net Core - OpenTracing combined
  • 22. Cloud-native patterns seen as a “mille-feuille” Methodology Learn the necessary practices to build modern software Tools Build with products focused on developer productivity Platform Run every app, on every cloud, on a unified platform Cloud-native software Pivotal Labs and Services Pivotal Cloud Foundry Best-in-class products Your teams Pivotal Culture Continually improve and deliver customer success
  • 24. Resources ➔ The 12 Factor App manifesto: 12factor.net ➔ Google Site Reliability Engineering: landing.google.com/sre/books ➔ Error budget: www.youtube.com/watch?v=lXPmh9Ap114 ➔ How Improved Measures Optimize Mission Effectiveness white-paper ➔ Get the app source code: github.com/alexandreroman/yatc ➔ Chaos Monkey for Spring Boot codecentric.github.io/chaos-monkey-spring-boot
  • 25. Tirage au sort - Des Google Nest Hub Charbon à gagner Remplissez le formulaire d’évaluation avant 15h30
  • 26. Transforming how the world builds software © Copyright 2019 Pivotal Software, Inc. All rights Reserved.