diff --git a/provision.sh b/provision.sh
index deb26d1..34085dd 100644
--- a/provision.sh
+++ b/provision.sh
@@ -1,14 +1,14 @@
 #!/usr/bin/env bash
 
 SETUP_DIR=$HOME/.pio
-INSTALLED_FLAG=$SETUP_DIR/installed
+INSTALL_SCRIPT_PATH='https://raw.githubusercontent.com/apache/incubator-predictionio/master/bin/install.sh'
 
 mkdir -p $SETUP_DIR
 
-if [ ! -f $INSTALLED_FLAG ]; then
+if [ ! -x "$(command -v pio-start-all)" ]; then
 
   echo "Installing PredictionIO..."
-  bash -e -c "$(curl -s https://install.prediction.io/install.sh)" 0 -y
+  bash -e -c "$(curl -sS $INSTALL_SCRIPT_PATH)" 0 -y
   if [ $? -ne 0 ]; then
 
     echo "ERROR: PredictionIO installation failed."
@@ -23,7 +23,6 @@ if [ ! -f $INSTALLED_FLAG ]; then
   else
 
     echo "Finish PredictionIO installation."
-    touch $INSTALLED_FLAG
 
   fi