diff --git a/neutron/agent/l3/dvr_fip_ns.py b/neutron/agent/l3/dvr_fip_ns.py
index 1384dcbc8c5..fa55ba98da9 100644
--- a/neutron/agent/l3/dvr_fip_ns.py
+++ b/neutron/agent/l3/dvr_fip_ns.py
@@ -447,6 +447,13 @@ class FipNamespace(namespaces.Namespace):
 
         self._add_cidr_to_device(rtr_2_fip_dev, str(rtr_2_fip))
         self._add_cidr_to_device(fip_2_rtr_dev, str(fip_2_rtr))
+
+        # Add permanant ARP entries on each side of veth pair
+        rtr_2_fip_dev.neigh.add(common_utils.cidr_to_ip(fip_2_rtr),
+                                fip_2_rtr_dev.link.address)
+        fip_2_rtr_dev.neigh.add(common_utils.cidr_to_ip(rtr_2_fip),
+                                rtr_2_fip_dev.link.address)
+
         self._add_rtr_ext_route_rule_to_route_table(ri, fip_2_rtr,
                                                     fip_2_rtr_name)
 
diff --git a/neutron/tests/unit/agent/l3/test_dvr_fip_ns.py b/neutron/tests/unit/agent/l3/test_dvr_fip_ns.py
index c316c704b8a..89e19a45a88 100644
--- a/neutron/tests/unit/agent/l3/test_dvr_fip_ns.py
+++ b/neutron/tests/unit/agent/l3/test_dvr_fip_ns.py
@@ -25,6 +25,7 @@ from neutron.agent.l3 import router_info
 from neutron.agent.linux import ip_lib
 from neutron.agent.linux import iptables_manager
 from neutron.common import exceptions as n_exc
+from neutron.common import utils as n_utils
 from neutron.tests import base
 
 _uuid = uuidutils.generate_uuid
@@ -301,6 +302,11 @@ class TestDvrFipNs(base.BaseTestCase):
             device.addr.add.assert_has_calls(expected)
             self.assertEqual(2, device.addr.add.call_count)
 
+        expected = [mock.call(n_utils.cidr_to_ip(addr_pair[1]), mock.ANY),
+                    mock.call(n_utils.cidr_to_ip(addr_pair[0]), mock.ANY)]
+        device.neigh.add.assert_has_calls(expected)
+        self.assertEqual(2, device.neigh.add.call_count)
+
         device.route.add_gateway.assert_called_once_with(
             '169.254.31.29', table=16)
         self.assertTrue(