SELECTING TARGET COMPONENTS OF COMPUTING DEVICES FOR LOGGING

An apparatus comprises a processing device configured to detect a given issue encountered on a given computing device, to identify a given cluster of computing devices to which the given computing device belongs, and to determine a similarity between the given issue encountered on the given computing device and one or more historical issues encountered on one or more other computing devices belonging to the given cluster. The processing device is also configured to select, based at least in part on the determined similarity between the given issue and the one or more historical issues, a subset of a plurality of components of the given computing device as target components for log collection. The processing device is further configured to collect logs from the target components and to perform remedial actions determined utilizing the collected logs on the given computing device to resolve the given issue.