将机器学习（ML）模型部署到生产环境中的一个常见模式是将这些模型作为 RESTful API 微服务公开，这些微服务从 Docker 容器中托管，例如使用 SciKit Learn 或 Keras 包训练的 ML 模型，这些模型可以提供对新数据的预测。然后，可以将它们部署到云环境中，以处理维护 ...

Follow this step-by-step guide on how to quickly deploy a containerized version of Joomla - thanks to help from Docker. Illustration: Lisa Hornung/TechRepublic Joomla is a world-class, open-source ...

Tom explains that most multi-tiered apps are dynamic and deployed in multiple locations so their components also will need to be updated. This is the fourth article in a series on running applications ...

I have been self-hosting several apps in Docker containers on my home server out of sheer convenience. Taking a leaf from the books of my XDA colleagues who use Docker in their home labs for ...

Never let it be said that Amazon is falling behind in cloud computing. The newest wrinkle with AWS (Amazon Web Services) is a twist on a long-standing technology, Elastic Beanstalk, Amazon’s ...

An open source Linux container engine taking the world by storm is the newest, leanest, and cleanest way to get your app from development to production A long time ago, a computer program was a stack ...

Ever since I stepped foot in the world of self-hosting, Docker has been a constant companion that lets me deploy a bunch of containers to test things out in my home lab. There are several advantages ...