Techniques for workload discovery and organization are presented. A workload when initiated on a network self-inspects the network for other workloads processing as a collection over the network. Shared communication information is used by the workload to dynamically join the collection. A network address for the initiated workload is then added to a shared Domain Name System (DNS) database being maintained for the network and the collection.