diff --git a/glance_store/_drivers/cinder.py b/glance_store/_drivers/cinder.py
index feee5ac8..8a50862f 100644
--- a/glance_store/_drivers/cinder.py
+++ b/glance_store/_drivers/cinder.py
@@ -45,6 +45,7 @@ try:
     from cinderclient import api_versions
     from cinderclient import exceptions as cinder_exception
     from cinderclient.v3 import client as cinderclient
+    import os_brick
     from os_brick.initiator import connector
     from oslo_privsep import priv_context
 except ImportError:
@@ -480,6 +481,7 @@ class Store(glance_store.driver.Store):
         else:
             self.store_conf = self.conf.glance_store
         self.volume_api = cinder_utils.API()
+        getattr(os_brick, 'setup', lambda x: None)(CONF)
 
     def _set_url_prefix(self):
         self._url_prefix = "cinder://"
diff --git a/releasenotes/notes/lock_path-cef9d6f5f52c3211.yaml b/releasenotes/notes/lock_path-cef9d6f5f52c3211.yaml
new file mode 100644
index 00000000..bcb13d36
--- /dev/null
+++ b/releasenotes/notes/lock_path-cef9d6f5f52c3211.yaml
@@ -0,0 +1,12 @@
+---
+features:
+  - |
+    When using the cinder backend, a custom os-brick file lock location can be
+    specified using the ``lock_path`` configuration option in the
+    ``[os_brick]`` configuration section.  Helpful when deploying on the same
+    host as the Cinder service.
+upgrade:
+  - |
+    When running Cinder and Glance with Cinder backend on the same host an
+    os-brick shared location can be configured using the ``lock_path`` in the
+    ``[os_brick]`` configuration section.