Container workflow has reduced deployment effort but still faces cost and pricing challenges
What is our primary use case?
What is most valuable?
I use Docker a lot, especially during production deliveries. I deliver development that runs in a Docker container. Docker is very convenient because it abstracts away all the problems by containerizing everything. It contains all of the requirements into one container for ease of use and easy deployment.
Docker streamlines things and makes it easier for testing and development. With full automation, it cuts my deployment and testing time at least in half. I have been using Docker for a long time and continue to use it. Docker is the heart of many AI tools that are used, and I have an AI workstation that uses Docker to package up certain capabilities for AI engineering.
What needs improvement?
Docker has already integrated AI models into their platform and has covered most of the necessary features. They continuously release new versions of Docker. While Docker itself has no cost, the Docker repository and Docker Hub could improve their pricing, especially for startup companies.
For how long have I used the solution?
I have been using Docker for a long time.
What do I think about the stability of the solution?
I have not experienced any stability issues. I run and build Docker containers and then deploy them.
How are customer service and support?
I have not had any reason to contact support. The documentation is good, especially when using AI tools that utilize Docker's information for support.
How would you rate customer service and support?
Neutral
What other advice do I have?
I work with Linux, but not that particular module, mainly in EC2 instances. I use Ubuntu Linux out of the box and do not use Red Hat, especially at the enterprise level. It is convenient and easy since Linux is well supported. Everything is containerized, which is why I use the ECR pieces up in AWS to build containers and put them in the repository.
I work with APIs and consider the best ways to implement them, including JWTs and third-party Okta integration. The A in LAMP stands for Angular, and I do a lot of coding and projects with Angular. Mongo is the heart of our database system. LAMP stack means Linux, Angular, and Mongo. I use AWS Marketplace for different things, including MongoDB connections inside AWS. This review has a rating of 2 out of 10.
Container workflows have accelerated CI/CD pipelines and support machine learning deployments
What is our primary use case?
My main use case for Docker on Ubuntu is CI/CD.
I use Docker on Ubuntu to deploy applications.
I am solving business problems with Docker on Ubuntu related to machine learning and machine learning applications.
What is most valuable?
The best features Docker on Ubuntu offers are containers.
The ease of creating and managing containers stands out for me.
Docker on Ubuntu has positively impacted my organization through CI/CD.
Docker on Ubuntu has benefited my organization by enabling fast deployment.
What needs improvement?
I don't know how Docker on Ubuntu can be improved.
There is nothing specific I think could be better about Docker on Ubuntu.
For how long have I used the solution?
I have been using Docker on Ubuntu for two years.
What do I think about the stability of the solution?
We made a connection switch and are having technical problems.
What do I think about the scalability of the solution?
Docker on Ubuntu has good scalability for my organization.
How are customer service and support?
Docker on Ubuntu customer support is good.
How would you rate customer service and support?
Negative
What was our ROI?
I measure success with Docker on Ubuntu in my organization with no metrics.
The performance of Docker on Ubuntu for my needs has no metrics.
What other advice do I have?
I would advise others looking into using Docker on Ubuntu to try it with Ubuntu.
I found this interview valuable and have no changes for the future.
I would not like for you to provide a short poem or haiku that will summarize my review.
I have given this review a rating of 9.