Add workaround for Airflow consuming all memory in some OS'es (#29751)

Apparently with some recent releases of some OSes where new
containerd has been released, default docker community edition
causes Airlfow to immediately consume all memory.

This happens in Breeze and Docker Compose at least.

There is a workaround described in:
ttps://github.com/moby/moby/issues/43361#issuecomment-1227617516
to use Docker Desktop instead.

The issue is tracked in containerd in this issue - proposing to
revert the change (as it impacts other applications run in docker,
not only Airlfow):
containerd/containerd#7566

BREEZE.rst

@@ -670,6 +670,24 @@ Then run the failed command, copy-and-paste the output from your terminal to the
 `Airflow Slack <https://s.apache.org/airflow-slack>`_  #airflow-breeze channel and
 describe your problem.
 
+
+.. warning::
+
+    Some operating systems (Fedora, ArchLinux, RHEL, Rocky) have recently introduced Kernel changes that result in
+    Airflow in Breeze consuming 100% memory when run inside the community Docker implementation maintained
+    by the OS teams.
+
+    This is an issue with backwards-incompatible containerd configuration that some of Airflow dependencies
+    have problems with and is tracked in a few issues:
+
+    * `Moby issue <https://github.com/moby/moby/issues/43361>`_
+    * `Containerd issue <https://github.com/containerd/containerd/pull/7566>`_
+
+    There is no solution yet from the containerd team, but seems that installing
+    `Docker Desktop on Linux <https://docs.docker.com/desktop/install/linux-install/>`_ solves the problem as
+    stated in `This comment <https://github.com/moby/moby/issues/43361#issuecomment-1227617516>`_ and allows to
+    run Breeze with no problems.
+
 Advanced commands
 =================
 

docs/apache-airflow/howto/docker-compose/index.rst

@@ -50,6 +50,24 @@ Older versions of ``docker-compose`` do not support all the features required by
 
         docker run --rm "debian:bullseye-slim" bash -c 'numfmt --to iec $(echo $(($(getconf _PHYS_PAGES) * $(getconf PAGE_SIZE))))'
 
+.. warning::
+
+    Some operating systems (Fedora, ArchLinux, RHEL, Rocky) have recently introduced Kernel changes that result in
+    Airflow in Docker Compose consuming 100% memory when run inside the community Docker implementation maintained
+    by the OS teams.
+
+    This is an issue with backwards-incompatible containerd configuration that some of Airflow dependencies
+    have problems with and is tracked in a few issues:
+
+    * `Moby issue <https://github.com/moby/moby/issues/43361>`_
+    * `Containerd issue <https://github.com/containerd/containerd/>`_
+
+    There is no solution yet from the containerd team, but seems that installing
+    `Docker Desktop on Linux <https://docs.docker.com/desktop/install/linux-install/>`_ solves the problem as
+    stated in `This comment <https://github.com/moby/moby/issues/43361#issuecomment-1227617516>`_ and allows to
+    run Breeze with no problems.
+
+
 
 Fetching ``docker-compose.yaml``
 ================================

docs/spelling_wordlist.txt

@@ -284,6 +284,7 @@ conn
 connectTimeoutMS
 connexion
 containerConfiguration
+containerd
 ContainerGroup
 containerinstance
 ContainerPort