The document discusses the utilization of Docker Swarm for orchestrating micro-services, highlighting key components such as container registries, service definitions, and node management. It emphasizes the significance of high-level domain-specific languages like YAML for describing application relationships and the advantages of using orchestration frameworks for scalability and high availability. Additionally, it illustrates the setup process for running polyglot applications within a Docker ecosystem using tools like Docker Machine and Docker Compose.