diff --git a/docker-compose.yml b/docker-compose.yml
index 92696a6..9670156 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,7 +3,6 @@ version: '3.3'
 services:
 
   urls_controller:
-    profiles: ["onlyController", "all"]
     image: 'pdf_aggregation_service/urls_controller:latest'
     ports:
       - '1880:1880'
@@ -26,23 +25,3 @@ services:
     build:
       dockerfile: ./Dockerfile
       context: .
-
-  prometheus:
-    profiles: ["all"]
-    image: 'prom/prometheus:latest'
-    ports:
-      - '9090:9090'
-    command: '--config.file=/etc/prometheus/config.yml'
-    volumes:
-      - './src/main/resources/prometheus.yml:/etc/prometheus/config.yml'
-    depends_on:
-      - urls_controller
-
-  grafana:
-    profiles: ["all"]
-    image: 'grafana/grafana:latest'
-    ports:
-      - '3000:3000'
-    depends_on:
-      - urls_controller
-      - prometheus
diff --git a/installAndRun.sh b/installAndRun.sh
index 9671184..133eda2 100755
--- a/installAndRun.sh
+++ b/installAndRun.sh
@@ -49,23 +49,25 @@ if [[ justInstall -eq 0 ]]; then
 
   if [[ shouldRunInDocker -eq 1 ]]; then
 
-    runPrometheusAndGrafanaContainers=0
+    runPrometheusAndGrafanaContainers=0 # This is set here, not through cmd-args.
 
     echo -e "\nBuilding the docker image and running the containers..\n"
     sudo docker --version || handle_error "Docker was not found!" 3
     (sudo mkdir -p "$HOME"/tmp/config && sudo cp ./src/main/resources/application.yml "$HOME"/tmp/config) || true  # This also replaces an existing "application.yml".
     sudo mkdir -p "$HOME"/logs || true
 
-    if [[ runPrometheusAndGrafanaContainers -eq 1 ]]; then
-        (sudo docker compose --profile all up --build -d && echo -e "\nThe Urls_Controller, Prometheus and Grafana docker-containers started running.\nWaiting 65 seconds before getting their status..\n") || handle_error "Could not list docker containers!" 4
-    else
-        (sudo docker compose --profile onlyController up --build -d && echo -e "\nThe Urls_Controller docker-container started running.\nWaiting 65 seconds before getting its status..\n") || handle_error "Could not list docker containers!" 4
-    fi
     # Run in "detached mode" -d (in the background).
+    (sudo docker compose up --build -d && echo -e "\nThe Urls_Controller docker-container started running.\n") || handle_error "Could not build and/or run the 'urls_controller' docker container!" 4
+
+    if [[ runPrometheusAndGrafanaContainers -eq 1 ]]; then
+        (sudo docker compose -f prometheus/docker-compose-prometheus.yml up --build -d && echo -e "\nThe Prometheus and Grafana docker-containers started running.\n") || handle_error "Could not build and/or run the 'prometheus' and/or 'grafana' docker containers!" 5
+    fi
+
+    echo -e "Waiting 65 seconds before getting the status..\n"
     sleep 65
-    sudo docker ps -a || handle_error "Could not get the status of docker-containers!" 5  # Using -a to get the status of failed containers as well.
+    sudo docker ps -a || handle_error "Could not get the status of docker-containers!" 6  # Using -a to get the status of failed containers as well.
     echo -e "\n\nGetting the logs of docker-container \"urlscontroller-urls_controller-1\":\n"
-    sudo docker logs "$(sudo docker ps -aqf "name=^urlscontroller-urls_controller-1$")" || handle_error "Could not get the logs of docker-container \"urlscontroller-urls_controller-1\"!" 6  # Using "regex anchors" to avoid false-positives. Works even if the container is not running, thus showing the error-log.
+    sudo docker logs "$(sudo docker ps -aqf "name=^urlscontroller-urls_controller-1$")" || handle_error "Could not get the logs of docker-container \"urlscontroller-urls_controller-1\"!" 7  # Using "regex anchors" to avoid false-positives. Works even if the container is not running, thus showing the error-log.
   fi
 else
   export PATH=/opt/gradle/gradle-${gradleVersion}/bin:$PATH # Make sure the gradle is still accessible (it usually isn't without the "export").
diff --git a/prometheus/README.md b/prometheus/README.md
new file mode 100644
index 0000000..d40a6ba
--- /dev/null
+++ b/prometheus/README.md
@@ -0,0 +1,23 @@
+# Visualize Prometheus metrics
+
+### Requirements
+- Run the docker-compose of the Controller.
+- Run the docker-compose of prometheus.
+
+
+### Check the metrics
+- To check the raw metrics hit this url in your browser: http://<IP>:1880/api/actuator/prometheus
+- To check the metrics though GUI, with some graphs, hit: http://<IP>:9090
+
+
+### Visualize metrics in Grafana
+- Access grafana in:  http://<IP>:3000/
+- Give the default username and password: "admin" (for both).
+- Specify the new password.
+- Then, add a "Prometheus" datasource.
+- Specify the prometheus url: http://<IP>:9090
+- Save the datasource.
+- Go to "dashboards", click "import", add the number "12900" in the input and click "load" and "next".
+- Then select the "prometheus" datasource and click "import".
+- Enjoy the graphs.
+
diff --git a/prometheus/docker-compose-prometheus.yml b/prometheus/docker-compose-prometheus.yml
new file mode 100644
index 0000000..efb5fde
--- /dev/null
+++ b/prometheus/docker-compose-prometheus.yml
@@ -0,0 +1,18 @@
+version: '3.3'
+
+services:
+
+  prometheus:
+    image: 'prom/prometheus:latest'
+    ports:
+      - '9090:9090'
+    command: '--config.file=/etc/prometheus/config.yml'
+    volumes:
+      - './prometheus.yml:/etc/prometheus/config.yml'
+
+  grafana:
+    image: 'grafana/grafana:latest'
+    ports:
+      - '3000:3000'
+    depends_on:
+      - prometheus
diff --git a/src/main/resources/prometheus.yml b/prometheus/prometheus.yml
similarity index 100%
rename from src/main/resources/prometheus.yml
rename to prometheus/prometheus.yml
diff --git a/shutdownController.sh b/shutdownController.sh
index ffaea71..9d71f8e 100755
--- a/shutdownController.sh
+++ b/shutdownController.sh
@@ -1,8 +1,8 @@
 echo "Running compose down.."
-sudo docker compose down
+sudo docker compose -f ./prometheus/docker-compose-prometheus.yml down
+sudo docker compose -f docker-compose.yml -f ./prometheus/docker-compose-prometheus.yml down
 
-echo "Stopping the running container.."
-sudo docker stop "$(sudo docker ps -aqf "name=^urlscontroller-urls_controller-1$")"
 
-echo "Removing the container.."
-sudo docker rm "$(sudo docker ps -aqf "name=^urlscontroller-urls_controller-1$")"
+# In case we need to hard-remove the containers, use the following commands:
+#sudo docker stop $(sudo docker ps -aqf "name=^(?:urlscontroller-urls_controller|prometheus-(?:prometheus|grafana))-1$") || true # There may be no active containers
+#sudo docker rm $(sudo docker ps -aqf "name=^(?:urlscontroller-urls_controller|prometheus-(?:prometheus|grafana))-1$") || true # All containers may be already removed.