- The document discusses using Apache Mesos to deploy and scale microservices. Mesos acts as the "kernel" that microservices run on top of, similar to how processes run on an operating system. Marathon is used as the "OS" to deploy and manage microservices on Mesos. An API gateway acts as the "traffic controller", routing requests to microservices and providing features like authentication, analytics, and rate limiting.