Big Data Architecture for the Masses: A ksqlDB and Kubernetes Tutorial
Today’s cloud building blocks empower any size team—even a lone engineer—to build big data solutions. Learn how to use open-source tools to create scalable architecture for your next project.

Dmitrii Bolotov
A Kubernetes Service Mesh Comparison
As microservices architecture continues to evolve, interservice communication has become a significant challenge to manage. Service meshes are becoming the standard solution, but how do popular and up-and-coming service meshes compare?

Guillaume Dury
K8s/Kubernetes: AWS vs. GCP vs. Azure
Kubernetes (“K8s”) won the battle of container orchestration tools. Now AWS, Azure, and Google Cloud each offer a managed Kubernetes version. How do they compare?

Guillaume Dury
A Better Approach to Google Cloud Continuous Deployment
Most continuous deployment (CD) systems test code before rolling it out—but there’s a better way. Learn how to use Kubernetes to build an easily extendable event-driven CD pipeline that is optimized for reliable test results.

Antoine Reversat
What Is Kubernetes? A Guide to Containerization and Deployment
Moving to a microservices architecture often raises the question: What is the best environment to stabilize services? Here’s how and why you should use Kubernetes, Docker, and CircleCI to containerize and deploy apps.

Dmitriy Kononov
Scaling Scala: How to Dockerize Using Kubernetes
Are you a Scala developer hoping to scale your application in the cloud? If so, meet Kubernetes, a cluster manager for Docker applications. Developed by Google, it’s the latest in new open source tools making major waves.
In this article, Toptal Freelance Software Engineer Michele Sciabarra guides us through a step-by-step tutorial on how to take a generic Scala application and implement Kubernetes and Docker to launch multiple instances of the application.

Michele Sciabarra
World-class articles, delivered weekly.
Toptal Developers
- Algorithm Developers
- Angular Developers
- AWS Developers
- Azure Developers
- Big Data Architects
- Blockchain Developers
- Business Intelligence Developers
- C Developers
- Computer Vision Developers
- Django Developers
- Docker Developers
- Elixir Developers
- Go Engineers
- GraphQL Developers
- Jenkins Developers
- Kotlin Developers
- Kubernetes Experts
- Machine Learning Engineers
- Magento Developers
- .NET Developers
- R Developers
- React Native Developers
- Ruby on Rails Developers
- Salesforce Developers
- SQL Developers
- Sys Admins
- Tableau Developers
- Unreal Engine Developers
- Xamarin Developers
- View More Freelance Developers
Join the Toptal® community.