For Kubernetes vs Mesos vs Swarm vs other container schedulers you should pick the one that has the maturity, reliability and operational overhead that your tea

For Kubernetes vs Mesos vs Swarm vs other container schedulers you should pick the one that has the maturity, reliability and operational overhead that your team is comfortable taking on. An important dimension is the data store. These all depend on a HA consensus based database: Etcd, Consul, Zookeeper. Set up, automation, monitoring and scaling is different with each. Aside from this schedulers are undifferentiated technology. Tell it what you want to run and trust it'll fulfil your request. User Interface is generally going to be a matter of taste. A beautiful web app doesn't matter if your team wants a CLI tool or a fully automated CD flow. I don't have first hand experience by my research shows that Mesos is the most mature but is pretty heavy to set up and manage. And that DC/OS is a very polished interface.