diff --git a/test/test_gc.py b/test/test_gc.py
index b5785e36c..1f0e46634 100644
--- a/test/test_gc.py
+++ b/test/test_gc.py
@@ -34,6 +34,17 @@ class TestGarbageColection(unittest.TestCase):
     for i in range(0, 2):
       model.find_or_create_derived_storage(image.storage, 'squash', preferred)
 
+    # Add some additional placements to the image.
+    for location_name in ['local_eu']:
+      location = database.ImageStorageLocation.get(name=location_name)
+
+      try:
+        database.ImageStoragePlacement.get(location=location, storage=image.storage)
+      except:
+        continue
+        
+      database.ImageStoragePlacement.create(location=location, storage=image.storage)
+
     return image.storage
 
   def createRepository(self, namespace=ADMIN_ACCESS_USER, name=REPO, **kwargs):
diff --git a/test/testconfig.py b/test/testconfig.py
index 94ef711cb..cc76ad91e 100644
--- a/test/testconfig.py
+++ b/test/testconfig.py
@@ -28,7 +28,7 @@ class TestConfig(DefaultConfig):
 
   DB_TRANSACTION_FACTORY = create_transaction
 
-  DISTRIBUTED_STORAGE_CONFIG = {'local_us': ['FakeStorage', {}]}
+  DISTRIBUTED_STORAGE_CONFIG = {'local_us': ['FakeStorage', {}], 'local_eu': ['FakeStorage', {}]}
   DISTRIBUTED_STORAGE_PREFERENCE = ['local_us']
 
   BUILDLOGS_MODULE_AND_CLASS = ('test.testlogs', 'testlogs.TestBuildLogs')