SlideShare uma empresa Scribd logo
1 de 30
Baixar para ler offline
Local testing of Containerized
Distributed Systems
Strange Group Meetup,
Justin Carter (@bodymindarts)
Berlin, Oct. 27. 2016
Stark & Wayne
Delmo
Delmo is a tool to test systems running
within multiple docker containers
https://github.com/bodymindarts/delmo
30 staff, 7 countries
PaaS experts
Cloud Foundry experts
Plattforms
Dingo PostgreSQL
Delmo
http://www.slideshare.net/KarlIsenberg/cloud-surfing-kubernetes-on-mesos
The sophistication of our platform bounds
the granularity of decomposition in our
systems
(also means more complexity to setup locally)
How much of the cloud stack do we
want to run locally (if any)?
Platform on dev workstation? Dev env in the cloud?
Apps decoupled from platform?
Contract Driven Tests / Mocks add a
lot of code to maintain.
Dealing with deps?
Do we need them?
Cloud dev workflow
How much of the stack do we want to run?
How do we want to run our deps?
How do we automate this and integrate
into an efficient workflow?
When you can deploy 1000s of apps,
you’d better be able to deploy 1000s
of dbs!
Platform consideration
PostgreSQL in Docker
Clustered with streaming replication
Continuously backed up
Automatic failover
Dingo PostgreSQL
https://github.com/dingotiles/dingo-postgresql-release
Dingo PostgreSQL Architecture
H
A
P
r
o
x
y
Deployed by
BOSH
Client 1
Client 2
Critical Features
Re-configuration of PostgreSQL
Restart PostgreSQL
Streaming backups to S3
Changing Docker
Image
Test independently of BOSH
Test smaller system boundary
Build and test containers locally
Goals
Postgres
Leader
Postgres
Replica
Example Test
Will failover work?
Dingo PG
HAProxy
Query
Leader
etcd
Assert
Did data get replicated?
Did reconfiguration / promotion work?
Are connections being accepted?
Given: System definition
When: Some failure
Then: Assert expected Behaviour
Test Case
Delmo
Declare system with docker-compose
Declare test cases
Run tests (locally or remotely)
patroni1
Docker Compose
patroni2
etcd
System Tasks
Tasks are
packaged bash
scripts that
execute
commands
against the
running system
System
Tasks
Cache
Delmo Config
Meta
Tests
Tasks
Demo!
https://github.com/bodymindarts/delmo-demo
Initialise
Start System
Run Tasks
Cleanup
Summary
More
Run on a remote docker-machine
Run tasks in parallel
delmo-concourse image
(for executing in CI/CD)
Next Steps
Better error output / validation
Network failure / partitioning
Support for other backends (bosh)?
Questions?
Justin Carter
@bodymindarts
github.com/bodymindarts
github.com/bodymindarts/delmo

Mais conteúdo relacionado

Mais procurados

You don't have to start over! A practical guide for Enterprise Docker Adoption
You don't have to start over! A practical guide for Enterprise Docker AdoptionYou don't have to start over! A practical guide for Enterprise Docker Adoption
You don't have to start over! A practical guide for Enterprise Docker AdoptionChris Ciborowski
 
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについて
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについてk8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについて
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについてKazuto Kusama
 
Amplifying Docker - Alex Heneveld

Amplifying Docker - Alex Heneveld
Amplifying Docker - Alex Heneveld

Amplifying Docker - Alex Heneveld
Outlyer
 
Keynote: DevOps 4 Networks by JR Rivers of Cumulus Networks
Keynote: DevOps 4 Networks by JR Rivers of Cumulus NetworksKeynote: DevOps 4 Networks by JR Rivers of Cumulus Networks
Keynote: DevOps 4 Networks by JR Rivers of Cumulus NetworksDevOps4Networks
 
Asterisk as a Virtual Network Function Part 2
Asterisk as a Virtual Network Function Part 2Asterisk as a Virtual Network Function Part 2
Asterisk as a Virtual Network Function Part 2Leif Madsen
 
Recreating "The Clock" with Machine Learning and Web Scraping
Recreating "The Clock" with Machine Learning and Web ScrapingRecreating "The Clock" with Machine Learning and Web Scraping
Recreating "The Clock" with Machine Learning and Web ScrapingKP Kaiser
 
Unlimited Staging Environments
Unlimited Staging EnvironmentsUnlimited Staging Environments
Unlimited Staging EnvironmentsCodefresh
 
Asterisk as a Virtual Network Function Part 3
Asterisk as a Virtual Network Function Part 3Asterisk as a Virtual Network Function Part 3
Asterisk as a Virtual Network Function Part 3Leif Madsen
 
Asterisk as a Virtual Network Function Part 4
Asterisk as a Virtual Network Function Part 4Asterisk as a Virtual Network Function Part 4
Asterisk as a Virtual Network Function Part 4Leif Madsen
 
Gradle: Harder, Stronger, Better, Faster
Gradle: Harder, Stronger, Better, FasterGradle: Harder, Stronger, Better, Faster
Gradle: Harder, Stronger, Better, FasterAndres Almiray
 
Big data meets docker
Big data meets dockerBig data meets docker
Big data meets dockersmart_bit
 
TensorFlow Wide and Deep Model
TensorFlow Wide and Deep ModelTensorFlow Wide and Deep Model
TensorFlow Wide and Deep ModelJiang Jun
 
Docker Oxford launch - Introduction to Docker
Docker Oxford launch - Introduction to DockerDocker Oxford launch - Introduction to Docker
Docker Oxford launch - Introduction to Dockerjonatanblue
 
CD NYC From Source Code to Production
CD NYC From Source Code to ProductionCD NYC From Source Code to Production
CD NYC From Source Code to ProductionKontena, Inc.
 
Re-Think of Virtualization and Containerization
Re-Think of Virtualization and ContainerizationRe-Think of Virtualization and Containerization
Re-Think of Virtualization and ContainerizationXu Wang
 
Docker on Raspberry Pi and CoreOS
Docker on Raspberry Pi and CoreOSDocker on Raspberry Pi and CoreOS
Docker on Raspberry Pi and CoreOSPhilip Zheng
 
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put together
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put togetherVMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put together
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put togetherEduardo Patrocinio
 
TYPO3 CMS v8 in the cloud
TYPO3 CMS v8 in the cloudTYPO3 CMS v8 in the cloud
TYPO3 CMS v8 in the cloudJohannes Goslar
 
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015Deepak Shetty
 

Mais procurados (20)

You don't have to start over! A practical guide for Enterprise Docker Adoption
You don't have to start over! A practical guide for Enterprise Docker AdoptionYou don't have to start over! A practical guide for Enterprise Docker Adoption
You don't have to start over! A practical guide for Enterprise Docker Adoption
 
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについて
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについてk8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについて
k8sだけじゃないIstio - Cloud FoundryのIstioインテグレーションについて
 
Amplifying Docker - Alex Heneveld

Amplifying Docker - Alex Heneveld
Amplifying Docker - Alex Heneveld

Amplifying Docker - Alex Heneveld

 
Keynote: DevOps 4 Networks by JR Rivers of Cumulus Networks
Keynote: DevOps 4 Networks by JR Rivers of Cumulus NetworksKeynote: DevOps 4 Networks by JR Rivers of Cumulus Networks
Keynote: DevOps 4 Networks by JR Rivers of Cumulus Networks
 
Asterisk as a Virtual Network Function Part 2
Asterisk as a Virtual Network Function Part 2Asterisk as a Virtual Network Function Part 2
Asterisk as a Virtual Network Function Part 2
 
Recreating "The Clock" with Machine Learning and Web Scraping
Recreating "The Clock" with Machine Learning and Web ScrapingRecreating "The Clock" with Machine Learning and Web Scraping
Recreating "The Clock" with Machine Learning and Web Scraping
 
Unlimited Staging Environments
Unlimited Staging EnvironmentsUnlimited Staging Environments
Unlimited Staging Environments
 
Asterisk as a Virtual Network Function Part 3
Asterisk as a Virtual Network Function Part 3Asterisk as a Virtual Network Function Part 3
Asterisk as a Virtual Network Function Part 3
 
Asterisk as a Virtual Network Function Part 4
Asterisk as a Virtual Network Function Part 4Asterisk as a Virtual Network Function Part 4
Asterisk as a Virtual Network Function Part 4
 
Gradle: Harder, Stronger, Better, Faster
Gradle: Harder, Stronger, Better, FasterGradle: Harder, Stronger, Better, Faster
Gradle: Harder, Stronger, Better, Faster
 
Big data meets docker
Big data meets dockerBig data meets docker
Big data meets docker
 
TensorFlow Wide and Deep Model
TensorFlow Wide and Deep ModelTensorFlow Wide and Deep Model
TensorFlow Wide and Deep Model
 
Docker Oxford launch - Introduction to Docker
Docker Oxford launch - Introduction to DockerDocker Oxford launch - Introduction to Docker
Docker Oxford launch - Introduction to Docker
 
CD NYC From Source Code to Production
CD NYC From Source Code to ProductionCD NYC From Source Code to Production
CD NYC From Source Code to Production
 
Docker研習營
Docker研習營Docker研習營
Docker研習營
 
Re-Think of Virtualization and Containerization
Re-Think of Virtualization and ContainerizationRe-Think of Virtualization and Containerization
Re-Think of Virtualization and Containerization
 
Docker on Raspberry Pi and CoreOS
Docker on Raspberry Pi and CoreOSDocker on Raspberry Pi and CoreOS
Docker on Raspberry Pi and CoreOS
 
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put together
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put togetherVMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put together
VMware, SoftLayer, OpenStack, Heat, Cloud Foundry and Docker put together
 
TYPO3 CMS v8 in the cloud
TYPO3 CMS v8 in the cloudTYPO3 CMS v8 in the cloud
TYPO3 CMS v8 in the cloud
 
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015
 

Semelhante a Local testing of Containerized Distributed Systems

Building Your Docker Tech Stack
Building Your Docker Tech StackBuilding Your Docker Tech Stack
Building Your Docker Tech StackBret Fisher
 
Building your production tech stack for docker container platform
Building your production tech stack for docker container platformBuilding your production tech stack for docker container platform
Building your production tech stack for docker container platformDocker, Inc.
 
Deploying deep learning models with Docker and Kubernetes
Deploying deep learning models with Docker and KubernetesDeploying deep learning models with Docker and Kubernetes
Deploying deep learning models with Docker and KubernetesPetteriTeikariPhD
 
Gluecon Preso: Hybrid Container Infrastructure
Gluecon Preso: Hybrid Container InfrastructureGluecon Preso: Hybrid Container Infrastructure
Gluecon Preso: Hybrid Container Infrastructurerhirschfeld
 
Corwin on Containers
Corwin on ContainersCorwin on Containers
Corwin on ContainersCorwin Brown
 
Test cloud application deployments locally and in CI without staging environm...
Test cloud application deployments locally and in CI without staging environm...Test cloud application deployments locally and in CI without staging environm...
Test cloud application deployments locally and in CI without staging environm...Thomas Rausch
 
Weave User Group Talk - DockerCon 2017 Recap
Weave User Group Talk - DockerCon 2017 RecapWeave User Group Talk - DockerCon 2017 Recap
Weave User Group Talk - DockerCon 2017 RecapPatrick Chanezon
 
8 good reasons to learn docker
8 good reasons to learn docker8 good reasons to learn docker
8 good reasons to learn dockerprabhasathya
 
The world of Docker and Kubernetes
The world of Docker and Kubernetes The world of Docker and Kubernetes
The world of Docker and Kubernetes vty
 
presentation @ docker meetup
presentation @ docker meetuppresentation @ docker meetup
presentation @ docker meetupDaniël van Gils
 
Choosing PaaS: Cisco and Open Source Options: an overview
Choosing PaaS:  Cisco and Open Source Options: an overviewChoosing PaaS:  Cisco and Open Source Options: an overview
Choosing PaaS: Cisco and Open Source Options: an overviewCisco DevNet
 
Common primitives in Docker environments
Common primitives in Docker environmentsCommon primitives in Docker environments
Common primitives in Docker environmentsalexandru giurgiu
 
Aws migration strategy
Aws migration strategyAws migration strategy
Aws migration strategySuliman Lei
 
DCEU 18: Building Your Swarm Tech Stack for the Docker Container Platform
DCEU 18: Building Your Swarm Tech Stack for the Docker Container PlatformDCEU 18: Building Your Swarm Tech Stack for the Docker Container Platform
DCEU 18: Building Your Swarm Tech Stack for the Docker Container PlatformDocker, Inc.
 
Building Your Docker Swarm Tech Stack
Building Your Docker Swarm Tech StackBuilding Your Docker Swarm Tech Stack
Building Your Docker Swarm Tech StackBret Fisher
 
Microservices. Microservices everywhere! (At OSCON 2015)
Microservices. Microservices everywhere! (At OSCON 2015)Microservices. Microservices everywhere! (At OSCON 2015)
Microservices. Microservices everywhere! (At OSCON 2015)Jérôme Petazzoni
 
Cloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CDCloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CDMustafa AKIN
 

Semelhante a Local testing of Containerized Distributed Systems (20)

Building Your Docker Tech Stack
Building Your Docker Tech StackBuilding Your Docker Tech Stack
Building Your Docker Tech Stack
 
Building your production tech stack for docker container platform
Building your production tech stack for docker container platformBuilding your production tech stack for docker container platform
Building your production tech stack for docker container platform
 
Deploying deep learning models with Docker and Kubernetes
Deploying deep learning models with Docker and KubernetesDeploying deep learning models with Docker and Kubernetes
Deploying deep learning models with Docker and Kubernetes
 
Gluecon Preso: Hybrid Container Infrastructure
Gluecon Preso: Hybrid Container InfrastructureGluecon Preso: Hybrid Container Infrastructure
Gluecon Preso: Hybrid Container Infrastructure
 
Corwin on Containers
Corwin on ContainersCorwin on Containers
Corwin on Containers
 
Test cloud application deployments locally and in CI without staging environm...
Test cloud application deployments locally and in CI without staging environm...Test cloud application deployments locally and in CI without staging environm...
Test cloud application deployments locally and in CI without staging environm...
 
Weave User Group Talk - DockerCon 2017 Recap
Weave User Group Talk - DockerCon 2017 RecapWeave User Group Talk - DockerCon 2017 Recap
Weave User Group Talk - DockerCon 2017 Recap
 
8 good reasons to learn docker
8 good reasons to learn docker8 good reasons to learn docker
8 good reasons to learn docker
 
The world of Docker and Kubernetes
The world of Docker and Kubernetes The world of Docker and Kubernetes
The world of Docker and Kubernetes
 
Docker In Brief
Docker In BriefDocker In Brief
Docker In Brief
 
presentation @ docker meetup
presentation @ docker meetuppresentation @ docker meetup
presentation @ docker meetup
 
Choosing PaaS: Cisco and Open Source Options: an overview
Choosing PaaS:  Cisco and Open Source Options: an overviewChoosing PaaS:  Cisco and Open Source Options: an overview
Choosing PaaS: Cisco and Open Source Options: an overview
 
Dockerizing mule soft esb
Dockerizing mule soft esbDockerizing mule soft esb
Dockerizing mule soft esb
 
Canister
Canister Canister
Canister
 
Common primitives in Docker environments
Common primitives in Docker environmentsCommon primitives in Docker environments
Common primitives in Docker environments
 
Aws migration strategy
Aws migration strategyAws migration strategy
Aws migration strategy
 
DCEU 18: Building Your Swarm Tech Stack for the Docker Container Platform
DCEU 18: Building Your Swarm Tech Stack for the Docker Container PlatformDCEU 18: Building Your Swarm Tech Stack for the Docker Container Platform
DCEU 18: Building Your Swarm Tech Stack for the Docker Container Platform
 
Building Your Docker Swarm Tech Stack
Building Your Docker Swarm Tech StackBuilding Your Docker Swarm Tech Stack
Building Your Docker Swarm Tech Stack
 
Microservices. Microservices everywhere! (At OSCON 2015)
Microservices. Microservices everywhere! (At OSCON 2015)Microservices. Microservices everywhere! (At OSCON 2015)
Microservices. Microservices everywhere! (At OSCON 2015)
 
Cloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CDCloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CD
 

Último

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
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
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
 
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
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...MyIntelliSource, Inc.
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
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
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AIABDERRAOUF MEHENNI
 
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceanilsa9823
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
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
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
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
 
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
 
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
 
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
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...panagenda
 

Último (20)

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
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
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
 
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
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
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 ☂️
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
 
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
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
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
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
 
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
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
 
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
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
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
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
 

Local testing of Containerized Distributed Systems