diff --git a/defaults/main.yml b/defaults/main.yml
index dbc5c8e4..472c683b 100644
--- a/defaults/main.yml
+++ b/defaults/main.yml
@@ -106,7 +106,13 @@ glance_oslomsg_rpc_servers: "{{ oslomsg_rpc_servers | default('127.0.0.1') }}"
 glance_oslomsg_rpc_port: "{{ oslomsg_rpc_port | default('5672') }}"
 glance_oslomsg_rpc_use_ssl: "{{ oslomsg_rpc_use_ssl | default(False) }}"
 glance_oslomsg_rpc_userid: glance
-glance_oslomsg_rpc_vhost: /glance
+# vhost name depends on value of oslomsg_rabbit_quorum_queues. In case quorum queues
+# are not used - vhost name will be prefixed with leading `/`.
+glance_oslomsg_rpc_vhost:
+  - name: /glance
+    state: "{{ glance_oslomsg_rabbit_quorum_queues | ternary('absent', 'present') }}"
+  - name: glance
+    state: "{{ glance_oslomsg_rabbit_quorum_queues | ternary('present', 'absent') }}"
 glance_oslomsg_rpc_ssl_version: "{{ oslomsg_rpc_ssl_version | default('TLSv1_2') }}"
 glance_oslomsg_rpc_ssl_ca_file: "{{ oslomsg_rpc_ssl_ca_file | default('') }}"
 
@@ -123,6 +129,11 @@ glance_oslomsg_notify_vhost: "{{ glance_oslomsg_rpc_vhost }}"
 glance_oslomsg_notify_ssl_version: "{{ oslomsg_notify_ssl_version | default('TLSv1_2') }}"
 glance_oslomsg_notify_ssl_ca_file: "{{ oslomsg_notify_ssl_ca_file | default('') }}"
 
+## RabbitMQ integration
+glance_oslomsg_rabbit_quorum_queues: "{{ oslomsg_rabbit_quorum_queues | default(True) }}"
+glance_oslomsg_rabbit_quorum_delivery_limit: "{{ oslomsg_rabbit_quorum_delivery_limit | default(0) }}"
+glance_oslomsg_rabbit_quorum_max_memory_bytes: "{{ oslomsg_rabbit_quorum_max_memory_bytes | default(0) }}"
+
 ## (Qdrouterd) integration
 # TODO(ansmith): Change structure when more backends will be supported
 glance_oslomsg_amqp1_enabled: "{{ glance_oslomsg_rpc_transport == 'amqp' }}"
diff --git a/templates/glance-api.conf.j2 b/templates/glance-api.conf.j2
index 514086ce..c91edf3f 100644
--- a/templates/glance-api.conf.j2
+++ b/templates/glance-api.conf.j2
@@ -16,7 +16,7 @@ cinder_catalog_info = volumev3:cinderv3:internalURL
 
 enable_v2_api = {{ glance_enable_v2_api | bool }}
 
-transport_url = {{ glance_oslomsg_rpc_transport }}://{% for host in glance_oslomsg_rpc_servers.split(',') %}{{ glance_oslomsg_rpc_userid }}:{{ glance_oslomsg_rpc_password }}@{{ host }}:{{ glance_oslomsg_rpc_port }}{% if not loop.last %},{% else %}/{{ glance_oslomsg_rpc_vhost }}{% if glance_oslomsg_rpc_use_ssl | bool %}?ssl=1&ssl_version={{ glance_oslomsg_rpc_ssl_version }}&ssl_ca_file={{ glance_oslomsg_rpc_ssl_ca_file }}{% else %}?ssl=0{% endif %}{% endif %}{% endfor %}
+transport_url = {{ glance_oslomsg_rpc_transport }}://{% for host in glance_oslomsg_rpc_servers.split(',') %}{{ glance_oslomsg_rpc_userid }}:{{ glance_oslomsg_rpc_password }}@{{ host }}:{{ glance_oslomsg_rpc_port }}{% if not loop.last %},{% else %}/{{ _glance_oslomsg_rpc_vhost_conf }}{% if glance_oslomsg_rpc_use_ssl | bool %}?ssl=1&ssl_version={{ glance_oslomsg_rpc_ssl_version }}&ssl_ca_file={{ glance_oslomsg_rpc_ssl_ca_file }}{% else %}?ssl=0{% endif %}{% endif %}{% endfor %}
 
 scrub_time = 43200
 
@@ -70,10 +70,17 @@ policy_file = {{ glance_policy_file }}
 policy_default_rule = {{ glance_policy_default_rule }}
 policy_dirs = {{ glance_policy_dirs }}
 
+{% if glance_oslomsg_rpc_transport == 'rabbit' %}
+[oslo_messaging_rabbit]
+rabbit_quorum_queue = {{ glance_oslomsg_rabbit_quorum_queues }}
+rabbit_quorum_delivery_limit = {{ glance_oslomsg_rabbit_quorum_delivery_limit }}
+rabbit_quorum_max_memory_bytes = {{ glance_oslomsg_rabbit_quorum_max_memory_bytes }}
+{% endif %}
+
 [oslo_messaging_notifications]
 topics = notifications
 driver = {{ (glance_ceilometer_enabled | bool) | ternary('messagingv2', 'noop') }}
-transport_url = {{ glance_oslomsg_notify_transport }}://{% for host in glance_oslomsg_notify_servers.split(',') %}{{ glance_oslomsg_notify_userid }}:{{ glance_oslomsg_notify_password }}@{{ host }}:{{ glance_oslomsg_notify_port }}{% if not loop.last %},{% else %}/{{ glance_oslomsg_notify_vhost }}{% if glance_oslomsg_notify_use_ssl | bool %}?ssl=1&ssl_version={{ glance_oslomsg_notify_ssl_version }}&ssl_ca_file={{ glance_oslomsg_notify_ssl_ca_file }}{% else %}?ssl=0{% endif %}{% endif %}{% endfor %}
+transport_url = {{ glance_oslomsg_notify_transport }}://{% for host in glance_oslomsg_notify_servers.split(',') %}{{ glance_oslomsg_notify_userid }}:{{ glance_oslomsg_notify_password }}@{{ host }}:{{ glance_oslomsg_notify_port }}{% if not loop.last %},{% else %}/{{ _glance_oslomsg_notify_vhost_conf }}{% if glance_oslomsg_notify_use_ssl | bool %}?ssl=1&ssl_version={{ glance_oslomsg_notify_ssl_version }}&ssl_ca_file={{ glance_oslomsg_notify_ssl_ca_file }}{% else %}?ssl=0{% endif %}{% endif %}{% endfor %}
 
 [paste_deploy]
 flavor = {{ glance_flavor }}
diff --git a/vars/main.yml b/vars/main.yml
index a4f903c7..6836138e 100644
--- a/vars/main.yml
+++ b/vars/main.yml
@@ -19,6 +19,9 @@ _glance_is_first_play_host: >-
       inventory_hostname == (groups[glance_services['glance-api']['group']] | intersect(ansible_play_hosts)) | first) | bool
   }}
 
+_glance_oslomsg_rpc_vhost_conf: "{{ (glance_oslomsg_rpc_vhost is string) | ternary(glance_oslomsg_rpc_vhost, glance_oslomsg_rpc_vhost | selectattr('state', 'eq', 'present') | map(attribute='name') | first) }}"
+_glance_oslomsg_notify_vhost_conf: "{{ (glance_oslomsg_notify_vhost is string) | ternary(glance_oslomsg_notify_vhost, glance_oslomsg_notify_vhost | selectattr('state', 'eq', 'present') | map(attribute='name') | first) }}"
+
 #
 # Compile a list of the services on a host based on whether
 # the host is in the host group and the service is enabled.