This plugin enables nodes to auto-discover a nearby Jenkins master and join it automatically, thereby forming an ad-hoc cluster. Swarm makes it easier to auto-scale a Jenkins cluster by spinning up and tearing down new nodes, since no manual intervention is required to make them join or leave the cluster.
See the Swarm Plugin page on the Jenkins wiki for more information.