diff --git a/docs/report.rst b/docs/report.rst
index 5394e3d..b9948e5 100644
--- a/docs/report.rst
+++ b/docs/report.rst
@@ -10,6 +10,10 @@ overview over the optimisation results.
    Generating the report requires optional dependencies from the "report" group.  See
    :ref:`optional_dependencies`.
 
+   Further it requires ``pdflatex`` and a number of LaTeX packages installed,
+   which cannot be specified as Python dependencies.  In case those are missing
+   on your cluster system, see section :ref:`report_generation_without_pdflatex`.
+
 .. _manual_report_generation:
 
 Manual Report Generation
@@ -32,10 +36,58 @@ The report can also be generated automatically either in every iteration or only
 the very end.  See the ``generate_report`` option in :ref:`config.general_settings`.
 
 
-.. note::
+.. _report_generation_without_pdflatex:
+
+Report Generation on Clusters without LaTeX
+===========================================
+
+The report generator uses ``pdflatex`` and requires a number of LaTeX packages
+which are used in the report template.  This means that on cluster systems
+where those packages are not installed, the report generation will fail.
+
+One workaround is to copy the results directory from the cluster to a
+workstation where you can install the required packages and generate the report
+manually (see :ref:`manual_report_generation`).  Automatic report generation
+should be disabled in this case.
+
+Assuming the cluster provides either Apptainer or Singularity, another option
+is to create a container with ``pdflatex`` and all required packages and use
+that as drop-in-replacement for the actual ``pdflatex`` executable.
+The actual steps for this are:
+
+1. Save the following definition file as ``pdflatex.def``
+
+   .. code-block:: singularity
 
-   To enable pdf reporting add this line to your .bashrc (.zshrc) on the cluster
+      bootstrap: docker
+      from: ubuntu:22.04
+
+      %post
+          set -e
+          export DEBIAN_FRONTEND=noninteractive
+
+          echo "deb http://us.archive.ubuntu.com/ubuntu focal universe" >> /etc/apt/sources.list
+          apt-get update
+          apt-get install -y texlive-latex-base texlive-latex-extra
+
+          # cleanup to reduce container size
+          apt-get clean
+
+      %runscript
+          pdflatex "$@"
+
+2. Build a container called ``pdflatex`` (without the ``.sif`` extension!):
 
    .. code-block:: bash
 
-      export MPLBACKEND="agg"
+      singularity build pdflatex pdflatex.def
+      # or
+      apptainer build pdflatex pdflatex.def
+
+3. Copy it to a directory on the cluster, which is listed in the ``PATH`` environment variable.
+   When you now call ``pdflatex``, it will run the container.
+   Thanks to the runscript defined in the definition file, it will simply forward all arguments to the ``pdflatex`` executable inside the container.
+   So it will behave more or less the same as when ``pdflatex`` would be installed directly.
+
+With this, cluster_utils should automatically use the pdflatex-container, thus being
+able to generate the report.