diff --git a/docker/Dockerfile b/docker/Dockerfile
index ad00631..b07f781 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -25,16 +25,16 @@
 LABEL authors="Guillermo Calvino"
 
 RUN apt-get --yes update \
- && apt-get --yes install git python python-pip sudo libmysqlclient-dev \
+ && apt-get --yes install git python python-pip python3 python3-pip libmysqlclient-dev libssl-dev libffi-dev \
  && pip install pip==9.0.3
 
 COPY requirements.txt /mon/requirements.txt
 
-RUN pip install -r /mon/requirements.txt
+RUN pip3 install -r /mon/requirements.txt
 
 COPY . /mon
 
-RUN pip install /mon
+RUN pip3 install /mon
 
 # These ENV must be provided
 # ENV BROKER_URI=kafka:9092
diff --git a/docker/scripts/runInstall.sh b/docker/scripts/runInstall.sh
index 87954ed..611bbe8 100755
--- a/docker/scripts/runInstall.sh
+++ b/docker/scripts/runInstall.sh
@@ -21,6 +21,6 @@
 # contact: bdiaz@whitestack.com or glavado@whitestack.com
 ##
 /bin/bash /mon/osm_mon/plugins/vRealiseOps/vROPs_Webservice/install.sh
-nohup python /mon/osm_mon/plugins/OpenStack/Aodh/notifier.py &
-python /mon/osm_mon/core/message_bus/common_consumer.py
+nohup python3 /mon/osm_mon/plugins/OpenStack/Aodh/notifier.py &
+python3 /mon/osm_mon/core/message_bus/common_consumer.py