What are the best Cluster Management Tools?

Apache Mesos, Nomad, DC/OS, Mesosphere, and YARN Hadoop are the most popular tools in the category "Cluster Management". "Easy scaling" is the primary reason developers pick Apache Mesos over its competitors, while "Built in Consul integration" is the reason why Nomad was chosen.