diff --git a/quickstart/Dockerfile b/quickstart/Dockerfile
index 4547a4b0..697ea85b 100644
--- a/quickstart/Dockerfile
+++ b/quickstart/Dockerfile
@@ -1,18 +1,14 @@
-FROM ubuntu:14.04
+FROM google/debian:wheezy
 MAINTAINER kyurtsever@google.com dengnan@google.com vmarmol@google.com
 
 # Get the lmctfy dependencies.
-RUN apt-get update && apt-get upgrade -y
-RUN apt-get install -y --force-yes pkg-config libprotobuf8 libapparmor1
-ADD http://storage.googleapis.com/cadvisor-bin/lmctfy/libre2.so.0.0.0 /usr/lib/libre2.so.0
+RUN apt-get update && apt-get install -y -q --no-install-recommends pkg-config libprotobuf8 libapparmor1
 
 # Get the lcmtfy and cAdvisor binaries.
 ADD http://storage.googleapis.com/cadvisor-bin/lmctfy/lmctfy /usr/bin/lmctfy
+ADD http://storage.googleapis.com/cadvisor-bin/lmctfy/libre2.so.0.0.0 /usr/lib/libre2.so.0
 ADD http://storage.googleapis.com/cadvisor-bin/cadvisor /usr/bin/cadvisor
 RUN chmod +x /usr/bin/lmctfy && chmod +x /usr/bin/cadvisor
 
-# Clean up apt and other locations
-RUN apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
 EXPOSE 8080
 ENTRYPOINT ["/usr/bin/cadvisor"]