diff --git a/Dockerfile b/Dockerfile
index 6202cff..aff800c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -25,6 +25,8 @@ RUN mkdir /workspace
 # c.f. https://docs.jupyter.org/en/latest/use/jupyter-directories.html#configuration-files
 COPY private_jupyter_notebook_config.py /root/.jupyter/jupyter_notebook_config.py
 
+COPY dask_config.yaml /etc/dask/dask_config.yaml
+
 RUN . /release_setup.sh \
     && /venv/bin/jupyter server extension enable --py jupyterlab --sys-prefix
 
diff --git a/SetupPrivateJupyterLab.sh b/SetupPrivateJupyterLab.sh
index d57f64a..6e16660 100644
--- a/SetupPrivateJupyterLab.sh
+++ b/SetupPrivateJupyterLab.sh
@@ -22,22 +22,14 @@ if [ "$OWNER" != "" ] && [ "$CONNECT_GROUP" != "" ]; then
     cd /home/$OWNER
 
     chown -R  $OWNER: /venv
-
-    # # get tutorial in.
-    # cp -r /ML_platform_tests/tutorial ~/.
-
-    # # setup ROOT
-    # cd /opt/root/
-    # source bin/thisroot.sh
-    # cp -r $ROOTSYS/etc/notebook/kernels/root /usr/local/share/jupyter/kernels/
-
-    # python3.8 -m pip --no-cache-dir install  root-pandas 
     
     unset JUPYTER_PATH
     which jupyter
     unset JUPYTER_CONFIG_DIR
     ls /root/.jupyter/jupyter_notebook_config.py
     cd /home/$OWNER
+    
+    jupyter serverextension enable --py --sys-prefix dask_labextension
 
     # Invoke Jupyter lab as the user
     su $OWNER -c "jupyter lab --ServerApp.root_dir=/home/${OWNER} --ServerApp.port=9999 --ServerApp.ip='0.0.0.0' --no-browser --config=/root/.jupyter/jupyter_notebook_config.py"
diff --git a/dask_config.yaml b/dask_config.yaml
new file mode 100644
index 0000000..33a27d8
--- /dev/null
+++ b/dask_config.yaml
@@ -0,0 +1,12 @@
+labextension:
+  factory:
+    module: dask_kubernetes
+    class: KubeCluster
+    args: []
+    kwargs: {}
+  default:
+    workers: 3
+    adapt:
+      minimum: 0
+      maximum: 100
+  initial: []