In an embodiment, a data processing method comprises transmitting, from a monitoring computer system that is programmed for monitoring one or more services, a request for information relating to new services to a cluster of computing nodes that are managing the one or more services; receiving from the cluster of nodes an indication that a new service not included in the one or more services has been created; in response to receiving the indication, creating a monitoring subsystem for performing one or more functions, which may include monitoring the new service, verifying security and/or compliance, logging the new security, and network management; assigning the monitoring subsystem to the new service; sending access information for the monitoring subsystem to one or more user computers.