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Posts by: Anca Iordache

How to Deploy GPU-Accelerated Applications on Amazon ECS with Docker Compose

Many applications can take advantage of GPU acceleration, in particular resource-intensive Machine Learning (ML) applications. The development time of such applications may vary based on the hardware of the machine we use for development. Containerization will facilitate dev...
Compose, ECS, GPU, Machine Learning, python

Feb 16 2021
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Containerized Python Development – Part 3

This is the last part in the series of blog posts showing how to set up and optimize a containerized Python development environment. The first part covered how to containerize a Python service and the...


Jul 28 2020

Containerized Python Development – Part 2

This is the second part of the blog post series on how to containerize our Python development. In part 1, we have already shown how to containerize a Python service and the best practices for it. In...


Jul 21 2020

Containerized Python Development – Part 1

Developing Python projects in local environments can get pretty challenging if more than one project is being developed at the same time. Bootstrapping a project may take time as we need to manage...


Jul 15 2020

Awesome-Compose: Application samples for project development kickoff

Software systems have become quite complex nowadays. A system may consist of several distributed services, each one providing a specific functionality and being updated independently. Starting the...


Mar 25 2020

How to deploy on remote Docker hosts with docker-compose

The docker-compose tool is pretty popular for running dockerized applications in a local development environment. All we need to do is write a Compose file containing the configuration for the...


Mar 02 2020