perf is an abbreviation of the Linux performance event counter subsystem, perf_events, and also the name of the command-line tool for interacting with perf_events. Both have been part of the kernel since Linux 2.6.31. There is plenty of useful information in the Linux source tree in tools/perf/Documentation as well as at https://perf.wiki.kernel.org.
The initial impetus for developing perf was to provide a unified way to access the registers of the performance measurement unit (PMU), which is part of most modern processor cores. Once the API was defined and integrated into Linux, it became logical to extend it to cover other types of performance counters.
At its heart, perf is a collection of event counters with rules about when they actively collect data. By setting the rules, you can capture data from the whole system, or just the kernel, or just one process...
