Docker Swarm is an orchestration tool that manages Docker applications running on a cluster of Docker nodes. It allows deploying containers across multiple nodes. Manager nodes maintain the cluster state and assign tasks to worker nodes, which receive and run the tasks. Services deploy containers of the same image across nodes for scaling. The docker-compose.yml file defines multi-container Docker applications using Docker Compose.