Containers provide an abstraction layer above the operating system similar to how virtual machines abstract hardware. Containers allow applications to be portable and isolated, using fewer resources than virtual machines. Container orchestration platforms like Docker and Kubernetes are needed to manage containerized applications across multiple hosts for scalability and high availability.