diff --git a/dockerfiles/swh-deposit/entrypoint.sh b/dockerfiles/swh-deposit/entrypoint.sh
--- a/dockerfiles/swh-deposit/entrypoint.sh
+++ b/dockerfiles/swh-deposit/entrypoint.sh
@@ -36,5 +36,6 @@
     exec gunicorn --bind 0.0.0.0:5006 \
                   --reload \
                   --log-level DEBUG \
+                  --timeout 3600 \
                   swh.deposit.wsgi
 fi
diff --git a/dockerfiles/swh-indexer-storage/entrypoint.sh b/dockerfiles/swh-indexer-storage/entrypoint.sh
--- a/dockerfiles/swh-indexer-storage/entrypoint.sh
+++ b/dockerfiles/swh-indexer-storage/entrypoint.sh
@@ -44,6 +44,7 @@
     exec gunicorn --bind 0.0.0.0:5007 \
          --reload \
          --log-level DEBUG \
+         --timeout 3600 \
          swh.indexer.storage.api.wsgi
     ;;
 esac
diff --git a/dockerfiles/swh-objstorage/entrypoint.sh b/dockerfiles/swh-objstorage/entrypoint.sh
--- a/dockerfiles/swh-objstorage/entrypoint.sh
+++ b/dockerfiles/swh-objstorage/entrypoint.sh
@@ -20,10 +20,11 @@
 	exec bash -i
 else
 	echo Starting the swh-objstorage API server
-        exec gunicorn --bind 0.0.0.0:5003 \
-           --worker-class aiohttp.worker.GunicornWebWorker \
-           --log-level DEBUG \
-           --reload \
-           swh.objstorage.api.wsgi
+  exec gunicorn --bind 0.0.0.0:5003 \
+       --worker-class aiohttp.worker.GunicornWebWorker \
+       --log-level DEBUG \
+       --reload \
+       --timeout 3600 \
+       swh.objstorage.api.wsgi
 
 fi
diff --git a/dockerfiles/swh-scheduler-api/entrypoint.sh b/dockerfiles/swh-scheduler-api/entrypoint.sh
--- a/dockerfiles/swh-scheduler-api/entrypoint.sh
+++ b/dockerfiles/swh-scheduler-api/entrypoint.sh
@@ -41,8 +41,9 @@
 
         echo Starting the swh-scheduler API server
         exec gunicorn --bind 0.0.0.0:5008 \
-           --log-level DEBUG \
-           --reload \
-           swh.scheduler.api.wsgi
+             --log-level DEBUG \
+             --reload \
+             --timeout 3600 \
+             swh.scheduler.api.wsgi
 
 esac
diff --git a/dockerfiles/swh-storage/entrypoint.sh b/dockerfiles/swh-storage/entrypoint.sh
--- a/dockerfiles/swh-storage/entrypoint.sh
+++ b/dockerfiles/swh-storage/entrypoint.sh
@@ -40,6 +40,7 @@
       exec gunicorn --bind 0.0.0.0:5002 \
            --reload \
            --log-level DEBUG \
+           --timeout 3600 \
            swh.storage.api.wsgi
       ;;
 esac
diff --git a/dockerfiles/swh-web/entrypoint.sh b/dockerfiles/swh-web/entrypoint.sh
--- a/dockerfiles/swh-web/entrypoint.sh
+++ b/dockerfiles/swh-web/entrypoint.sh
@@ -20,5 +20,7 @@
         ;;
      *)
         echo "starting the swh-web server"
-        exec gunicorn -b 0.0.0.0:5004 swh.web.wsgi
+        exec gunicorn --bind 0.0.0.0:5004 \
+             --timeout 3600 \
+             swh.web.wsgi
 esac