diff --git a/Dockerfile b/Dockerfile
index 28a8a9e64..9443e64df 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -10,6 +10,7 @@ RUN sudo pip install tox==1.6.1
 RUN mkdir -p /opt/stack/mistral
 ADD . /opt/stack/mistral
 WORKDIR /opt/stack/mistral
+RUN pip install -r requirements.txt
 RUN pip install .
 RUN mkdir /etc/mistral
 RUN oslo-config-generator --config-file tools/config/config-generator.mistral.conf --output-file /etc/mistral/mistral.conf
diff --git a/docker_image_build.sh b/docker_image_build.sh
index 0e2c3eaa5..e42228a84 100755
--- a/docker_image_build.sh
+++ b/docker_image_build.sh
@@ -1,7 +1,7 @@
  #!/bin/bash -xe
 if [ -x "/usr/bin/apt-get" ]; then
 sudo -E apt-get update
-sudo -E apt-get install -y docker.io apparmor aufs-tools
+sudo -E apt-get install -y docker.io apparmor cgroup-lite
 elif [ -x "/usr/bin/yum" ]; then
 sudo -E yum install -y docker-io gpg
 else