A quick summary of what Mesosphere is working (DCOS - the datacenter opearting system) on is at https://mesosphere.com/ .

Apache Mesos, the core of Mesosphere's infrastructure, has been in use by companies like Twitter for years to manage clusters with 10s of thousands of servers. http://mesos.apache.org/