What is Containerization (Docker + Kubernetes)?
Автор: Data Science Made Easy
Загружено: 2025-12-13
Просмотров: 2
Описание: Containerization is a method of packaging software so it runs reliably across different computing environments by bundling the application and all its dependencies into isolated, lightweight units called containers. Docker is the most popular platform for creating and managing these containers, making it easy to build, ship, and run applications anywhere. Kubernetes is a powerful orchestration system that automates deploying, scaling, and managing containers across clusters of machines. Technically, containerization ensures consistency, portability, and efficient resource usage, while Kubernetes handles load balancing, failover, and rolling updates. From a business perspective, containerization accelerates development, improves deployment reliability, simplifies scaling of AI models and services, and reduces infrastructure costs—enabling agile, cloud-native AI solutions that can adapt rapidly to changing demands.
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