Dynamically collecting data pertaining to a program execution. A method can include monitoring execution of the program in a plurality of threads and, responsive to identifying an exception triggered by the program execution in a first of the plurality of threads, initiating at least one data collector to collect data exclusively relevant to the program execution in the first thread.