diff --git a/telemetry_tempest_plugin/scenario/test_telemetry_integration.py b/telemetry_tempest_plugin/scenario/test_telemetry_integration.py
index 6af6811..44a6dff 100644
--- a/telemetry_tempest_plugin/scenario/test_telemetry_integration.py
+++ b/telemetry_tempest_plugin/scenario/test_telemetry_integration.py
@@ -32,6 +32,14 @@
     @classmethod
     def resource_setup(cls):
         cls.stack_name = data_utils.rand_name("telemetry")
+        networks = cls.os_primary.networks_client
+        subnets = cls.os_primary.subnets_client
+        cls.stack_network_id = networks.create_network()['network']['id']
+        cls.stack_subnet_id = subnets.create_subnet(
+            ip_version=4,
+            network_id=cls.stack_network_id,
+            cidr=config.CONF.network.project_network_cidr
+        )['subnet']['id']
 
     @classmethod
     def skip_checks(cls):
@@ -100,14 +108,14 @@
                 time.sleep(2)
                 r = requests.get(stack_url, headers=headers)
                 repeats += 1
+        cls.os_primary.subnets_client.delete_subnet(cls.stack_subnet_id)
+        cls.os_primary.networks_client.delete_network(cls.stack_network_id)
 
         super(TestTelemetryIntegration, cls).resource_cleanup()
 
     def _prep_test(self, filename):
         admin_auth = self.os_admin.auth_provider.get_auth()
         auth = self.os_primary.auth_provider.get_auth()
-        networks = self.os_primary.networks_client.list_networks(
-            **{'router:external': False, 'fields': 'id'})['networks']
 
         os.environ.update({
             "ADMIN_TOKEN": admin_auth[0],
@@ -124,7 +132,7 @@
             "NOVA_SERVICE_URL": self._get_endpoint(auth, "compute"),
             "GLANCE_IMAGE_NAME": self.image_create(),
             "NOVA_FLAVOR_REF": config.CONF.compute.flavor_ref,
-            "NEUTRON_NETWORK": networks[0].get('id'),
+            "NEUTRON_NETWORK": self.stack_network_id,
             "STACK_NAME": self.stack_name,
         })
 
diff --git a/telemetry_tempest_plugin/scenario/test_telemetry_integration_prometheus.py b/telemetry_tempest_plugin/scenario/test_telemetry_integration_prometheus.py
index 122a3f9..49ce5e8 100644
--- a/telemetry_tempest_plugin/scenario/test_telemetry_integration_prometheus.py
+++ b/telemetry_tempest_plugin/scenario/test_telemetry_integration_prometheus.py
@@ -33,6 +33,14 @@
     @classmethod
     def resource_setup(cls):
         cls.stack_name = data_utils.rand_name("telemetry")
+        networks = cls.os_primary.networks_client
+        subnets = cls.os_primary.subnets_client
+        cls.stack_network_id = networks.create_network()['network']['id']
+        cls.stack_subnet_id = subnets.create_subnet(
+            ip_version=4,
+            network_id=cls.stack_network_id,
+            cidr=config.CONF.network.project_network_cidr
+        )['subnet']['id']
 
     @classmethod
     def skip_checks(cls):
@@ -102,6 +110,9 @@
                 r = requests.get(stack_url, headers=headers)
                 repeats += 1
 
+        cls.os_primary.subnets_client.delete_subnet(cls.stack_subnet_id)
+        cls.os_primary.networks_client.delete_network(cls.stack_network_id)
+
         super(PrometheusGabbiTest, cls).resource_cleanup()
 
     def _prep_query(self, prometheus_rate_duration, resource_prefix):
@@ -128,8 +139,6 @@
 
     def _prep_test(self, filename):
         auth = self.os_primary.auth_provider.get_auth()
-        networks = self.os_primary.networks_client.list_networks(
-            **{'router:external': False, 'fields': 'id'})['networks']
         # NOTE(marihan): This is being used in prometheus query as heat is
         # using the last 7 digits from stack_name to create the autoscaling
         # resources.
@@ -154,7 +163,7 @@
             config.CONF.telemetry.prometheus_service_url,
             "GLANCE_IMAGE_NAME": self.image_create(),
             "NOVA_FLAVOR_REF": config.CONF.compute.flavor_ref,
-            "NEUTRON_NETWORK": networks[0].get('id'),
+            "NEUTRON_NETWORK": self.stack_network_id,
             "STACK_NAME": self.stack_name,
             "RESOURCE_PREFIX": resource_prefix,
             "PROMETHEUS_RATE_DURATION": str(prometheus_rate_duration),