diff --git a/devstack/lib/glance b/devstack/lib/glance
index d0a6b30e..f4be71bd 100644
--- a/devstack/lib/glance
+++ b/devstack/lib/glance
@@ -20,6 +20,144 @@
 # - stop_glance
 # - cleanup_glance
 
+# configure_glance() - Set config files, create data dirs, etc
+function configure_glance {
+    sudo install -d -o $STACK_USER $GLANCE_CONF_DIR $GLANCE_METADEF_DIR
+
+    # Set non-default configuration options for the API server
+    local dburl
+    dburl=`database_connection_url glance`
+
+    # Configure multiple stores
+    if [[ "$GLANCE_ENABLE_MULTIPLE_STORES" == "True" ]]; then
+        local store enabled_backends
+        enabled_backends=""
+        for store in $(echo $GLANCE_MULTIPLE_FILE_STORES | tr "," "\n"); do
+            enabled_backends+="${store}:file,"
+        done
+        iniset $GLANCE_API_CONF DEFAULT enabled_backends ${enabled_backends::-1}
+    fi
+
+    iniset $GLANCE_API_CONF DEFAULT debug $ENABLE_DEBUG_LOG_LEVEL
+    iniset $GLANCE_API_CONF database connection $dburl
+    iniset $GLANCE_API_CONF DEFAULT use_syslog $SYSLOG
+    iniset $GLANCE_API_CONF DEFAULT image_cache_dir $GLANCE_CACHE_DIR/
+    iniset $GLANCE_API_CONF oslo_concurrency lock_path $GLANCE_LOCK_DIR
+    iniset $GLANCE_API_CONF paste_deploy flavor keystone+cachemanagement
+    configure_keystone_authtoken_middleware $GLANCE_API_CONF glance
+    iniset $GLANCE_API_CONF oslo_messaging_notifications driver messagingv2
+    iniset_rpc_backend glance $GLANCE_API_CONF
+    if [ "$VIRT_DRIVER" = 'xenserver' ]; then
+        iniset $GLANCE_API_CONF DEFAULT container_formats "ami,ari,aki,bare,ovf,tgz"
+        iniset $GLANCE_API_CONF DEFAULT disk_formats "ami,ari,aki,vhd,raw,iso"
+    fi
+    if [ "$VIRT_DRIVER" = 'libvirt' ] && [ "$LIBVIRT_TYPE" = 'parallels' ]; then
+        iniset $GLANCE_API_CONF DEFAULT disk_formats "ami,ari,aki,vhd,vmdk,raw,qcow2,vdi,iso,ploop"
+    fi
+
+    # Glance multiple store Store specific configs
+    if [[ "$GLANCE_ENABLE_MULTIPLE_STORES" == "True" ]]; then
+        iniset $GLANCE_API_CONF glance_store default_backend $GLANCE_DEFAULT_BACKEND
+        local store
+        for store in $(echo $GLANCE_MULTIPLE_FILE_STORES | tr "," "\n"); do
+            iniset $GLANCE_API_CONF $store filesystem_store_datadir "${GLANCE_MULTISTORE_FILE_IMAGE_DIR}/${store}/"
+        done
+
+        # Glance configure reserved stores
+        iniset $GLANCE_API_CONF os_glance_staging_store filesystem_store_datadir "${GLANCE_MULTISTORE_FILE_IMAGE_DIR}/os_glance_staging_store/"
+        iniset $GLANCE_API_CONF os_glance_tasks_store filesystem_store_datadir "${GLANCE_MULTISTORE_FILE_IMAGE_DIR}/os_glance_tasks_store/"
+    else
+        # Store specific configs
+        iniset $GLANCE_API_CONF glance_store filesystem_store_datadir $GLANCE_IMAGE_DIR/
+    fi
+
+    # CORS feature support - to allow calls from Horizon by default
+    if [ -n "$GLANCE_CORS_ALLOWED_ORIGIN" ]; then
+        iniset $GLANCE_API_CONF cors allowed_origin "$GLANCE_CORS_ALLOWED_ORIGIN"
+    else
+        iniset $GLANCE_API_CONF cors allowed_origin "http://$SERVICE_HOST"
+    fi
+
+    if [[ "$GLANCE_STANDALONE" == "False" ]]; then
+        # NOTE(danms): Do not advertise import methods if we are running in WSGI mode
+        iniset $GLANCE_API_CONF DEFAULT enabled_import_methods []
+    fi
+
+    # No multiple stores for swift yet
+    # Store the images in swift if enabled.
+    if is_service_enabled s-proxy; then
+        iniset $GLANCE_API_CONF glance_store default_store swift
+        iniset $GLANCE_API_CONF glance_store swift_store_create_container_on_put True
+
+        iniset $GLANCE_API_CONF glance_store swift_store_config_file $GLANCE_SWIFT_STORE_CONF
+        iniset $GLANCE_API_CONF glance_store default_swift_reference ref1
+        iniset $GLANCE_API_CONF glance_store stores "file, http, swift"
+        if is_service_enabled tls-proxy; then
+            iniset $GLANCE_API_CONF glance_store swift_store_cacert $SSL_BUNDLE_FILE
+        fi
+        iniset $GLANCE_API_CONF DEFAULT graceful_shutdown_timeout "$SERVICE_GRACEFUL_SHUTDOWN_TIMEOUT"
+
+        iniset $GLANCE_SWIFT_STORE_CONF ref1 user $SERVICE_PROJECT_NAME:glance-swift
+
+        iniset $GLANCE_SWIFT_STORE_CONF ref1 key $SERVICE_PASSWORD
+        iniset $GLANCE_SWIFT_STORE_CONF ref1 auth_address $KEYSTONE_SERVICE_URI/v3
+        iniset $GLANCE_SWIFT_STORE_CONF ref1 auth_version 3
+    fi
+
+    # We need to tell glance what it's public endpoint is so that the version
+    # discovery document will be correct
+    iniset $GLANCE_API_CONF DEFAULT public_endpoint $GLANCE_URL
+
+    if is_service_enabled tls-proxy; then
+        iniset $GLANCE_API_CONF DEFAULT bind_port $GLANCE_SERVICE_PORT_INT
+        iniset $GLANCE_API_CONF keystone_authtoken identity_uri $KEYSTONE_SERVICE_URI
+        iniset $GLANCE_API_CONF keystone_authtoken memcached_servers "mcrouter-memcached-glance:11211"
+    fi
+
+    # Format logging
+    setup_logging $GLANCE_API_CONF
+
+    cp -p $GLANCE_DIR/etc/glance-api-paste.ini $GLANCE_API_PASTE_INI
+
+    # Set non-default configuration options for the glance-cache
+    iniset $GLANCE_CACHE_CONF DEFAULT debug $ENABLE_DEBUG_LOG_LEVEL
+    iniset $GLANCE_CACHE_CONF DEFAULT use_syslog $SYSLOG
+    iniset $GLANCE_CACHE_CONF DEFAULT image_cache_dir $GLANCE_CACHE_DIR/
+    iniset $GLANCE_CACHE_CONF DEFAULT auth_url $KEYSTONE_SERVICE_URI
+    iniset $GLANCE_CACHE_CONF DEFAULT admin_tenant_name $SERVICE_PROJECT_NAME
+    iniset $GLANCE_CACHE_CONF DEFAULT admin_user glance
+    iniset $GLANCE_CACHE_CONF DEFAULT admin_password $SERVICE_PASSWORD
+
+    # Store specific confs
+    iniset $GLANCE_CACHE_CONF glance_store filesystem_store_datadir $GLANCE_IMAGE_DIR/
+
+    # Set default configuration options for the glance-image-import
+    iniset $GLANCE_IMAGE_IMPORT_CONF image_import_opts image_import_plugins []
+    iniset $GLANCE_IMAGE_IMPORT_CONF inject_metadata_properties ignore_user_roles admin
+    iniset $GLANCE_IMAGE_IMPORT_CONF inject_metadata_properties inject
+
+    cp -p $GLANCE_DIR/etc/schema-image.json $GLANCE_SCHEMA_JSON
+
+    cp -p $GLANCE_DIR/etc/metadefs/*.json $GLANCE_METADEF_DIR
+
+    if is_service_enabled tls-proxy; then
+        CINDER_SERVICE_HOST=${CINDER_SERVICE_HOST:-$SERVICE_HOST}
+        CINDER_SERVICE_PORT=${CINDER_SERVICE_PORT:-8776}
+
+        iniset $GLANCE_API_CONF DEFAULT cinder_endpoint_template "https://$CINDER_SERVICE_HOST:$CINDER_SERVICE_PORT/v3/%(project_id)s"
+        iniset $GLANCE_CACHE_CONF DEFAULT cinder_endpoint_template "https://$CINDER_SERVICE_HOST:$CINDER_SERVICE_PORT/v3/%(project_id)s"
+    fi
+
+    if [[ "$GLANCE_STANDALONE" == False ]]; then
+        write_local_uwsgi_http_config "$GLANCE_UWSGI_CONF" "$GLANCE_UWSGI" "/image"
+    else
+        write_local_proxy_http_config glance "http://$GLANCE_SERVICE_HOST:$GLANCE_SERVICE_PORT_INT" "/image"
+        iniset $GLANCE_API_CONF DEFAULT bind_host $GLANCE_SERVICE_LISTEN_ADDRESS
+        iniset $GLANCE_API_CONF DEFAULT bind_port $GLANCE_SERVICE_PORT_INT
+        iniset $GLANCE_API_CONF DEFAULT workers "$API_WORKERS"
+    fi
+}
+
 # init_glance() - Initialize databases, etc.
 function init_glance {
     # Delete existing images
diff --git a/openstack_operator/glance.py b/openstack_operator/glance.py
index 2e4826e0..79ac16cb 100644
--- a/openstack_operator/glance.py
+++ b/openstack_operator/glance.py
@@ -33,6 +33,7 @@ def create_or_resume(name, spec, **_):
                            name=name, spec=spec)
     utils.create_or_update('glance/service.yml.j2',
                            name=name, spec=spec)
+    utils.create_or_update('glance/memcached.yml.j2', spec=spec)
     if "ingress" in spec:
         utils.create_or_update('glance/ingress.yml.j2',
                                name=name, spec=spec)
diff --git a/openstack_operator/templates/glance/memcached.yml.j2 b/openstack_operator/templates/glance/memcached.yml.j2
new file mode 100644
index 00000000..aeb30255
--- /dev/null
+++ b/openstack_operator/templates/glance/memcached.yml.j2
@@ -0,0 +1,32 @@
+---
+# Copyright 2020 VEXXHOST, Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+apiVersion: infrastructure.vexxhost.cloud/v1alpha1
+kind: Memcached
+metadata:
+  name: glance
+  namespace: openstack
+  labels:
+    {{ labels("glance") | indent(4) }}
+spec:
+  megabytes: 128
+{% if 'nodeSelector' in spec %}
+  nodeSelector:
+    {{ spec.nodeSelector | to_yaml | indent(4) }}
+{% endif %}
+{% if 'tolerations' in spec %}
+  tolerations:
+    {{ spec.tolerations | to_yaml | indent(4) }}
+{% endif %}