diff --git a/manifests/params.pp b/manifests/params.pp
index f426e609..10d40ec5 100644
--- a/manifests/params.pp
+++ b/manifests/params.pp
@@ -19,6 +19,8 @@ class barbican::params {
       $worker_service_name            = 'openstack-barbican-worker'
       $keystone_listener_package_name = 'openstack-barbican-keystone-listener'
       $keystone_listener_service_name = 'openstack-barbican-keystone-listener'
+      $retry_package_name             = 'openstack-barbican-retry'
+      $retry_service_name             = 'openstack-barbican-retry'
       $barbican_wsgi_script_path      = '/var/www/cgi-bin/barbican'
       $barbican_wsgi_script_source    = '/usr/bin/barbican-wsgi-api'
     }
@@ -30,6 +32,8 @@ class barbican::params {
       $worker_service_name            = 'barbican-worker'
       $keystone_listener_package_name = 'barbican-keystone-listener'
       $keystone_listener_service_name = 'barbican-keystone-listener'
+      $retry_package_name             = false
+      $retry_service_name             = false
       $barbican_wsgi_script_path      = '/usr/lib/cgi-bin/barbican'
       $barbican_wsgi_script_source    = '/usr/bin/barbican-wsgi-api'
     }
diff --git a/manifests/retry_scheduler.pp b/manifests/retry_scheduler.pp
index cafe60f2..1dafd547 100644
--- a/manifests/retry_scheduler.pp
+++ b/manifests/retry_scheduler.pp
@@ -4,6 +4,18 @@
 #
 # === Parameters
 #
+# [*package_ensure*]
+#   (Optional) The state of the barbican-retry package.
+#   Defaults to 'present'
+#
+# [*manage_service*]
+#   (Optional) If we should manage the barbican-retry service.
+#   Defaults to true
+#
+# [*enabled*]
+#   (Optional) Whether to enable the barbican-retry service.
+#   Defaults to true
+#
 # [*initial_delay_seconds*]
 #   (optional) Seconds (float) to wait before starting retry scheduler
 #   Defaults to $::os_service_default
@@ -13,10 +25,14 @@
 #   Defaults to $::os_service_default
 #
 class barbican::retry_scheduler (
+  $package_ensure                = 'present',
+  $manage_service                = true,
+  $enabled                       = true,
   $initial_delay_seconds         = $::os_service_default,
   $periodic_interval_max_seconds = $::os_service_default,
 ){
 
+  include barbican::deps
   include barbican::params
 
   barbican_config {
@@ -24,7 +40,33 @@ class barbican::retry_scheduler (
     'retry_scheduler/periodic_interval_max_seconds': value => $periodic_interval_max_seconds;
   }
 
-  # TODO(tkajinam): Currently NO DISTRO provides the package to install
-  #                 the retry daemon service. Once that is fixed, install
-  #                 a separate package and enable the service.
+  case $::osfamily {
+    'RedHat': {
+      package { 'barbican-retry':
+        ensure => $package_ensure,
+        name   => $::barbican::params::retry_package_name,
+        tag    => ['openstack', 'barbican-package'],
+      }
+
+      if $manage_service {
+        if $enabled {
+          $service_ensure = 'running'
+        } else {
+          $service_ensure = 'stopped'
+        }
+
+        service { 'barbican-retry':
+          ensure     => $service_ensure,
+          name       => $::barbican::params::retry_service_name,
+          enable     => $enabled,
+          hasstatus  => true,
+          hasrestart => true,
+          tag        => 'barbican-service',
+        }
+      }
+    }
+    default: {
+      warning('barbican-retry package/service is not available')
+    }
+  }
 }
diff --git a/releasenotes/notes/retry-service-in-redhat-098e18f922c5c0db.yaml b/releasenotes/notes/retry-service-in-redhat-098e18f922c5c0db.yaml
new file mode 100644
index 00000000..586f87b3
--- /dev/null
+++ b/releasenotes/notes/retry-service-in-redhat-098e18f922c5c0db.yaml
@@ -0,0 +1,5 @@
+---
+features:
+  - |
+    The ``barbican::retry_scheduler`` class now manages the package and
+    the service to set up the ``barbican-retry`` service in CentOS and RHEL.
diff --git a/spec/classes/barbican_retry_scheduler_spec.rb b/spec/classes/barbican_retry_scheduler_spec.rb
index 3f739130..00fe6c76 100644
--- a/spec/classes/barbican_retry_scheduler_spec.rb
+++ b/spec/classes/barbican_retry_scheduler_spec.rb
@@ -31,15 +31,51 @@ describe 'barbican::retry_scheduler' do
     end
   end
 
+  shared_examples 'barbican::retry_scheduler in RedHat' do
+    it 'installs barbican-retry package' do
+      is_expected.to contain_package('barbican-retry').with(
+        :ensure => 'present',
+        :name   => platform_params[:retry_package_name],
+        :tag    => ['openstack', 'barbican-package']
+      )
+    end
+
+    it 'configures barbican-retry service' do
+      is_expected.to contain_service('barbican-retry').with(
+        :ensure     => 'running',
+        :name       => platform_params[:retry_service_name],
+        :enable     => true,
+        :hasstatus  => true,
+        :hasrestart => true,
+        :tag        => 'barbican-service'
+      )}
+    end
+  end
+
   on_supported_os({
     :supported_os => OSDefaults.get_supported_os
   }).each do |os,facts|
-    let (:facts) do
-      facts.merge(OSDefaults.get_facts())
-    end
-
     context "on #{os}" do
+      let (:facts) do
+        facts.merge!(OSDefaults.get_facts())
+      end
+
+      let(:platform_params) do
+        case facts[:osfamily]
+        when 'Debian'
+          {}
+        when 'RedHat'
+          {
+            :retry_package_name => 'openstack-barbican-retry',
+            :retry_service_name => 'openstack-barbican-retry'
+          }
+        end
+      end
+
       it_behaves_like 'barbican::retry_scheduler'
+      if facts[:osfamily] == 'RedHat'
+        it_behaves_like 'barbican::retry_scheduler in RedHat'
+      end
     end
   end
 end