diff --git a/doc/README.md b/doc/README.md
index 8533cdde1..b3e360b55 100644
--- a/doc/README.md
+++ b/doc/README.md
@@ -16,6 +16,7 @@ Its goal is to provide a solid foundation for storage research and teaching.
 * [Installation and Usage](installation-usage.md)
 * [Configuration](configuration.md)
 * [Debugging](debugging.md)
+* [Using FlameGraphs to analyse performance](flamegraphs.md)
 * [Implementing a Backend](implementing-backend.md)
 * [JULEA-DB Details](db-code.md)
 * [HDF5 Support](hdf5.md)
diff --git a/doc/flamegraphs.md b/doc/flamegraphs.md
new file mode 100644
index 000000000..9bbffd4f1
--- /dev/null
+++ b/doc/flamegraphs.md
@@ -0,0 +1,66 @@
+# Using perf and FlameGraphs to profile JULEA
+
+This is a short guide on how to use `perf` and FlameGraphs to analyse the performance of JULEA's server.
+
+## Prerequisites
+
+- `perf` is installed
+- necessary permissions are set (`sudo sysctl kernel.perf_event_paranoid=0`, see [Kernel Documentation](https://www.kernel.org/doc/html/latest/admin-guide/perf-security.html))
+- [FlameGraph Repository](https://github.com/brendangregg/FlameGraph) is cloned
+- JULEA's development environment is loaded
+
+## Profiling
+
+### Record stack traces
+
+Stack traces are recorded using perf as shown below.
+
+```bash
+perf record --call-graph dwarf -F 200 julea-server
+# start desired workload (e.g., JULEA's benchmarks)
+# ...
+# server can be terminated using Ctrl+C
+```
+
+A few points to note:
+- `-F` sets the sampling frequency in Hertz.
+You may want to specify a higher value depending on the needed precision.
+- Because traces can grow quite fast in size it might be usefull to get an overview first and use a higher resolution to examine only specific performance issues if possible.
+- JULEA's tests are not suited for profiling because of too few operations performed.
+If no specific application is given JULEA's benchmarks are suitable as profiling workload.
+- Adding `-a` to the perf record call will take samples from all running applications.
+This might be useful to also profile the JULEA client application if running on the same machine.
+
+### Fold stack traces
+
+If you want to use Brandan Gregg's FlameGraph script you need to fold the generated stack traces.
+Though Speedscope, theoretically, does  not require this step it is benefical for the performance of the tool.
+Since Linux 4.5, perf can generate folded stack traces.
+However the script from Brendan Gregg produces better color mappings in Speedscope.
+
+```bash
+perf script | ./stackcollapse-perf.pl > out.perf-folded
+```
+
+```bash
+perf report --stdio --no-children -n -g folded,0,caller,count -s comm | \
+awk '/^ / { comm = $3 } /^[0-9]/ { print comm ";" $2, $1 }' > out.perf-folded
+```
+
+### Visualize
+
+The folded stack traces can be visualized using Brendan Gregg's original FlameGraphs:
+
+```bash
+./flamegraph.pl out.perf-folded > perf.svg
+firefox perf.svg  # or chrome, etc.
+```
+
+Alternatively [Speedscope](https://www.speedscope.app/) is a nice web app to interactively explore the data.
+
+## Further Reading
+
+- [Step by step guide from Brendan Gregg](https://www.brendangregg.com/FlameGraphs/cpuflamegraphs.html)
+- [FlameGraph Repository](https://github.com/brendangregg/FlameGraph)
+- [Speedscope](https://www.speedscope.app/)
+- [perf record manpage](https://www.man7.org/linux/man-pages/man1/perf-record.1.html)