diff --git a/cinder/wsgi/wsgi.py b/cinder/wsgi/wsgi.py
index 1cc69a34fce..f8a2bac34f0 100644
--- a/cinder/wsgi/wsgi.py
+++ b/cinder/wsgi/wsgi.py
@@ -18,6 +18,8 @@ warnings.simplefilter('once', DeprecationWarning)
 
 from oslo_config import cfg
 from oslo_log import log as logging
+from oslo_reports import guru_meditation_report as gmr
+from oslo_reports import opts as gmr_opts
 from oslo_service import wsgi
 
 from cinder import objects  # noqa
@@ -36,11 +38,17 @@ CONF = cfg.CONF
 
 def initialize_application():
     objects.register_all()
+    gmr_opts.set_defaults(CONF)
     CONF(sys.argv[1:], project='cinder',
          version=version.version_string())
     logging.setup(CONF, "cinder")
     config.set_middleware_defaults()
 
+    # NOTE(amorin): Do not register signal handers because it does not work
+    # in wsgi applications
+    gmr.TextGuruMeditation.setup_autorun(
+        version, conf=CONF, setup_signal=False)
+
     coordination.COORDINATOR.start()
 
     rpc.init(CONF)
diff --git a/releasenotes/notes/gmr-ca97ba4602ce0831.yaml b/releasenotes/notes/gmr-ca97ba4602ce0831.yaml
new file mode 100644
index 00000000000..6e093227ff8
--- /dev/null
+++ b/releasenotes/notes/gmr-ca97ba4602ce0831.yaml
@@ -0,0 +1,6 @@
+---
+other:
+  - |
+    Enabled Guru Meditation Reports on Cinder wsgi.
+    When running Cinder under WSGI, we might want to have Guru Meditation
+    Reports as well as when running outside of WSGI.
diff --git a/requirements.txt b/requirements.txt
index f0bd467b87c..7cf115e5966 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -22,7 +22,7 @@ oslo.messaging>=14.1.0 # Apache-2.0
 oslo.middleware>=4.1.1 # Apache-2.0
 oslo.policy>=3.8.1 # Apache-2.0
 oslo.privsep>=2.6.2 # Apache-2.0
-oslo.reports>=2.2.0 # Apache-2.0
+oslo.reports>=3.2.0 # Apache-2.0
 oslo.rootwrap>=6.2.0 # Apache-2.0
 oslo.serialization>=4.2.0 # Apache-2.0
 oslo.service>=2.8.0 # Apache-2.0