diff --git a/freezer/engine/nova/nova.py b/freezer/engine/nova/nova.py
index 728779fc..4979f573 100644
--- a/freezer/engine/nova/nova.py
+++ b/freezer/engine/nova/nova.py
@@ -38,6 +38,7 @@ class NovaEngine(engine.BackupEngine):
         self.nova = self.client.create_nova()
         self.glance = self.client.create_glance()
         self.cinder = self.client.create_cinder()
+        self.neutron = self.client.create_neutron()
         self.server_info = None
 
     @property
@@ -90,13 +91,13 @@ class NovaEngine(engine.BackupEngine):
             server_info = metadata.get('server', {})
             length = int(engine_metadata.get('length'))
             available_networks = server_info.get('addresses')
-            nova_networks = self.nova.networks.findall()
+            nova_networks = self.neutron.list_networks()['networks']
 
             net_names = [network for network, _ in
                          available_networks.iteritems()]
-            match_networks = [{"net-id": network.id} for network in
+            match_networks = [{"net-id": network.get('id')} for network in
                               nova_networks
-                              if network.to_dict().get('label') in net_names]
+                              if network.get('name') in net_names]
 
             stream = self.stream_image(read_pipe)
             data = utils.ReSizeStream(stream, length, 1)
diff --git a/freezer/openstack/osclients.py b/freezer/openstack/osclients.py
index efef0c55..b9ebfe9b 100644
--- a/freezer/openstack/osclients.py
+++ b/freezer/openstack/osclients.py
@@ -20,6 +20,7 @@ from cinderclient import client as cinder_client
 from glanceclient import client as glance_client
 from keystoneauth1 import loading
 from keystoneauth1 import session
+from neutronclient.v2_0 import client as neutron_client
 from novaclient import client as nova_client
 from oslo_config import cfg
 from oslo_log import log
@@ -38,6 +39,7 @@ class OSClientManager(object):
         self.glance = None
         self.nova = None
         self.cinder = None
+        self.neutron = None
         self.dry_run = kwargs.pop('dry_run', None)
         loader = loading.get_plugin_loader(auth_method)
         # copy the args for swift authentication !
@@ -69,6 +71,7 @@ class OSClientManager(object):
         self.compute_version = kwargs.pop('compute_api_version', 2)
         self.image_version = kwargs.pop('image_api_version', 2)
         self.volume_version = kwargs.pop('volume_api_version', 2)
+        self.neutron_version = kwargs.pop('neutron_api_version', 2)
         self.auth = loader.load_from_options(auth_url=auth_url, **kwargs)
 
         self.sess = session.Session(auth=self.auth, **session_kwargs)
@@ -82,6 +85,15 @@ class OSClientManager(object):
                                        **self.client_kwargs)
         return self.nova
 
+    def create_neutron(self):
+        """
+        Use pre-initialized session to create an instance of neutron client.
+        :return: neutronclient instance
+        """
+        self.neutron = neutron_client.Client(session=self.sess,
+                                             **self.client_kwargs)
+        return self.neutron
+
     def create_glance(self):
         """
         Use pre-initialized session to create an instance of glance client.
@@ -165,6 +177,15 @@ class OSClientManager(object):
             self.nova = self.create_nova()
         return self.nova
 
+    def get_neutron(self):
+        """
+        Get neutronclient instance
+        :return: neutronclient instance
+        """
+        if not self.neutron:
+            self.neutron = self.create_neutron()
+        return self.neutron
+
     def get_glance(self):
         """
         Get glanceclient instance
diff --git a/freezer/tests/unit/openstack/test_osclients.py b/freezer/tests/unit/openstack/test_osclients.py
index ca21e500..7e5ff620 100644
--- a/freezer/tests/unit/openstack/test_osclients.py
+++ b/freezer/tests/unit/openstack/test_osclients.py
@@ -44,6 +44,9 @@ class TestOsClients(unittest.TestCase):
     def test_create_nova(self):
         self.client_manager.create_nova()
 
+    def test_create_neutron(self):
+        self.client_manager.create_neutron()
+
     def test_dry_run(self):
         osclients.DryRunSwiftclientConnectionWrapper(mock.Mock())
 
@@ -53,8 +56,11 @@ class TestOsClients(unittest.TestCase):
     def test_get_swift(self):
         self.client_manager.get_swift()
 
-    def get_glance(self):
+    def test_get_glance(self):
         self.client_manager.get_glance()
 
-    def get_nova(self):
+    def test_get_nova(self):
         self.client_manager.get_nova()
+
+    def test_get_neutron(self):
+        self.client_manager.get_neutron()
diff --git a/requirements.txt b/requirements.txt
index 4986febc..617cb8f2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -8,6 +8,7 @@ python-cinderclient>=2.0.1 # Apache-2.0
 python-glanceclient>=2.5.0 # Apache-2.0
 python-keystoneclient>=3.8.0 # Apache-2.0
 python-novaclient>=7.1.0 # Apache-2.0
+python-neutronclient>=5.1.0 # Apache-2.0
 python-freezerclient>=1.3.0 # Apache-2.0
 oslo.utils>=3.20.0 # Apache-2.0
 oslo.log>=3.22.0 # Apache-2.0