diff --git a/rally-jobs/kuryr.yaml b/rally-jobs/kuryr.yaml
index 5441e8cf..a937a7e7 100644
--- a/rally-jobs/kuryr.yaml
+++ b/rally-jobs/kuryr.yaml
@@ -15,3 +15,20 @@
       sla:
         failure_rate:
           max: 0
+
+  Kuryr.create_and_delete_networks:
+    -
+      runner:
+        type: "constant"
+        times: 10
+        concurrency: 4
+      context:
+        users:
+          tenants: 2
+          users_per_tenant: 2
+        quotas:
+          neutron:
+             network: -1
+      sla:
+        failure_rate:
+          max: 0
diff --git a/rally-jobs/plugins/scenarios/kuryr.py b/rally-jobs/plugins/scenarios/kuryr.py
index e3cde07b..d6e9f48a 100644
--- a/rally-jobs/plugins/scenarios/kuryr.py
+++ b/rally-jobs/plugins/scenarios/kuryr.py
@@ -38,3 +38,15 @@ class Kuryr(utils.KuryrScenario):
         :param network_list_args: dict: names, ids
         """
         self._list_networks(network_list_args or {})
+
+    @scenario.configure(context={"cleanup": ["kuryr"]})
+    def create_and_delete_networks(self, network_create_args=None):
+        """Create and delete a network.
+
+        Measure the "docker network create" and "docker network rm" command
+        performance.
+
+        :param network_create_args: dict as options to create the network
+        """
+        network = self._create_network(network_create_args or {})
+        self._delete_network(network)
diff --git a/rally-jobs/plugins/scenarios/utils.py b/rally-jobs/plugins/scenarios/utils.py
index 9fc96a25..6a35415c 100644
--- a/rally-jobs/plugins/scenarios/utils.py
+++ b/rally-jobs/plugins/scenarios/utils.py
@@ -39,3 +39,24 @@ class KuryrScenario(scenario.OpenStackScenario):
         names = network_list_args.get('names')
         ids = network_list_args.get('ids')
         return self.docker_client.networks(names, ids)
+
+    @atomic.action_timer("kuryr.create_network")
+    def _create_network(self, network_create_args):
+        """Create Kuryr network.
+
+        :param network_create_args: dict: name, driver and others
+        :returns: dict of the created network reference object
+        """
+        name = self.generate_random_name()
+        return self.docker_client.create_network(name=name,
+                                                 driver='kuryr',
+                                                 options=network_create_args
+                                                 )
+
+    @atomic.action_timer("kuryr.delete_network")
+    def _delete_network(self, network):
+        """Delete Kuryr network.
+
+        :param network: Network object
+        """
+        self.docker_client.remove_network(network['Id'])
diff --git a/rally-jobs/tasks/scenarios/create_and_delete_networks.json b/rally-jobs/tasks/scenarios/create_and_delete_networks.json
new file mode 100644
index 00000000..2439d065
--- /dev/null
+++ b/rally-jobs/tasks/scenarios/create_and_delete_networks.json
@@ -0,0 +1,28 @@
+{
+  "Kuryr.create_and_delete_networks": [
+    {
+      "runner": {
+        "type": "constant",
+        "concurrency": 2,
+        "times": 4
+      },
+      "args": {
+        "network_create_args": {}
+      },
+      "context": {
+        "users": {
+          "project_domain": "default",
+          "users_per_tenant": 3,
+          "tenants": 3,
+          "resource_management_workers": 10,
+          "user_domain": "default"
+        },
+        "quotas": {
+          "neutron": {
+            "network": -1
+          }
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file