The disclosed embodiments provide a method and system for facilitating the processing of network data. During operation, the system obtains, at a remote capture agent, configuration information for the remote capture agent from a configuration server over a network. Next, the system uses the configuration information to configure the generation of event data from network packets at the remote capture agent. Upon receiving an update to the configuration information from the configuration server, the system uses the update to reconfigure the generation of the event data by the remote capture agent during runtime of the remote capture agent.