diff --git a/compose/service.py b/compose/service.py
index f18afa485..43067d42c 100644
--- a/compose/service.py
+++ b/compose/service.py
@@ -545,6 +545,9 @@ class Service(object):
         return 1 if not numbers else max(numbers) + 1
 
     def _get_links(self, link_to_self):
+        if self.use_networking:
+            return []
+
         links = []
         for service, link_name in self.links:
             for container in service.containers():
diff --git a/tests/unit/service_test.py b/tests/unit/service_test.py
index c5e1a9fb0..7149ff0ee 100644
--- a/tests/unit/service_test.py
+++ b/tests/unit/service_test.py
@@ -444,6 +444,14 @@ class ServiceTest(unittest.TestCase):
         }
         self.assertEqual(config_dict, expected)
 
+    def test_get_links_with_networking(self):
+        service = Service(
+            'foo',
+            image='foo',
+            links=[(Service('one'), 'one')],
+            use_networking=True)
+        self.assertEqual(service._get_links(link_to_self=True), [])
+
 
 class NetTestCase(unittest.TestCase):