Systematic Linux performance analysis: the USE method, CPU profiling with perf and flamegraphs, memory pressure with vmstat and /proc/meminfo, I/O profiling with iostat and blktrace, dynamic tracing with bpftrace one-liners, and strace for syscall inspection.
Flamegraph
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Linux Performance Analysis