diff --git a/manifests/init.pp b/manifests/init.pp
index dc1b0cb1..4adbbdd0 100644
--- a/manifests/init.pp
+++ b/manifests/init.pp
@@ -12,6 +12,10 @@
 #   (optional) Connection url for the gnocchi database.
 #   Defaults to undef.
 #
+# [*coordination_url*]
+#   (optional) The url to use for distributed group membership coordination.
+#   Defaults to $::os_service_default.
+#
 # [*purge_config*]
 #   (optional) Whether to set only the specified config options
 #   in the gnocchi config.
@@ -20,6 +24,7 @@
 class gnocchi (
   $package_ensure      = 'present',
   $database_connection = undef,
+  $coordination_url    = $::os_service_default,
   $purge_config        = false,
 ) inherits gnocchi::params {
 
@@ -36,4 +41,21 @@ class gnocchi (
     purge => $purge_config,
   }
 
+  $coordination_url_real = pick($::gnocchi::storage::coordination_url, $coordination_url)
+  $storage_package_ensure = pick($::gnocchi::storage::package_ensure, $package_ensure)
+
+  if $coordination_url_real {
+
+    gnocchi_config {
+      'DEFAULT/coordination_url' : value => $coordination_url_real;
+    }
+
+    if ($coordination_url_real =~ /^redis/ ) {
+      ensure_resource('package', 'python-redis', {
+        ensure => $storage_package_ensure,
+        name   => $::gnocchi::params::redis_package_name,
+        tag    => 'openstack',
+      })
+    }
+  }
 }
diff --git a/manifests/metricd.pp b/manifests/metricd.pp
index ba77071a..002cdb6a 100644
--- a/manifests/metricd.pp
+++ b/manifests/metricd.pp
@@ -38,10 +38,12 @@ class gnocchi::metricd (
 
   include gnocchi::deps
 
+  $metric_processing_delay_real = pick($::gnocchi::storage::metric_processing_delay, $metric_processing_delay)
+
   gnocchi_config {
-    'metricd/workers':              value => $workers;
-    'metricd/metric_cleanup_delay': value => $cleanup_delay;
-    'metricd/metric_processing_delay': value => $metric_processing_delay;
+    'metricd/workers':                 value => $workers;
+    'metricd/metric_cleanup_delay':    value => $cleanup_delay;
+    'metricd/metric_processing_delay': value => $metric_processing_delay_real;
   }
 
   package { 'gnocchi-metricd':
diff --git a/manifests/storage.pp b/manifests/storage.pp
index afb33eec..85c29a07 100644
--- a/manifests/storage.pp
+++ b/manifests/storage.pp
@@ -16,39 +16,41 @@
 #
 # == Parameters
 #
+# DEPRECATED PARAMETERS
+#
 # [*package_ensure*]
 #   (optional) ensure state for package.
 #   Defaults to 'present'
 #
 # [*coordination_url*]
 #   (optional) The url to use for distributed group membership coordination.
-#   Defaults to $::os_service_default.
+#   Defaults to undef
 #
 # [*metric_processing_delay*]
 #   (optional) Delay between processng metrics
-#   Defaults to $::os_service_default.
+#   Defaults to undef
 #
-
 class gnocchi::storage(
-  $package_ensure          = 'present',
-  $coordination_url        = $::os_service_default,
-  $metric_processing_delay = $::os_service_default,
+  # DEPRECATED PARAMETERS
+  $package_ensure          = undef,
+  $coordination_url        = undef,
+  $metric_processing_delay = undef,
 ) inherits gnocchi::params {
 
   include gnocchi::deps
 
+  if $package_ensure {
+    warning('The gnocchi::storage::package_ensure parameter was deprecated. \
+Use gnocchi::package_ensure instead')
+  }
+
   if $coordination_url {
+    warning('The gnocchi::storage::coordination_url parameter was deprecated. \
+Use gnocchi::coordination_url instead')
+  }
 
-    gnocchi_config {
-      'storage/coordination_url'        : value => $coordination_url;
-      'storage/metric_processing_delay' : value => $metric_processing_delay;
-    }
-
-    if ($coordination_url =~ /^redis/ ) {
-      ensure_resource('package', 'python-redis', {
-        name   => $::gnocchi::params::redis_package_name,
-        tag    => 'openstack',
-      })
-    }
+  if $metric_processing_delay {
+    warning('The gnocchi::storage::metric_processing_delay parameter was deprecated. \
+Use gnocchi::metricd::metric_processing_delay instead')
   }
 }
diff --git a/releasenotes/notes/deprecate-storage-options-bff9a8cde960a8bc.yaml b/releasenotes/notes/deprecate-storage-options-bff9a8cde960a8bc.yaml
new file mode 100644
index 00000000..f100b8b6
--- /dev/null
+++ b/releasenotes/notes/deprecate-storage-options-bff9a8cde960a8bc.yaml
@@ -0,0 +1,10 @@
+---
+deprecations:
+  - |
+    gnocchi::storage::coordination_url and gnocchi::storage::package_ensure
+    were deprecated because coordination_url in storage seciton was deprecated
+    in gnocchi. Use the parameters in gnocchi class.
+  - |
+    gnocchi::storage::metric_processing_dealy was deprecated because the
+    corresponding parameter under storage section was deprecated in gnocchi.
+    Use gnocchi::metricd::metric_processing_delay instead.
diff --git a/spec/classes/gnocchi_init_spec.rb b/spec/classes/gnocchi_init_spec.rb
index 93c645b2..19b9b72b 100644
--- a/spec/classes/gnocchi_init_spec.rb
+++ b/spec/classes/gnocchi_init_spec.rb
@@ -27,6 +27,32 @@ describe 'gnocchi' do
         })
       end
 
+      it 'does not configure coordination_url' do
+        is_expected.not_to contain_gnocchi_config('DEFAUTL/coordination_url')
+        is_expected.not_to contain_package('python-redis')
+      end
+    end
+
+    context 'with overriden parameters' do
+      let :params do
+        { :purge_config     => true,
+          :coordination_url => 'redis://localhost:6379', }
+      end
+
+      it 'purges gnocchi config' do
+        is_expected.to contain_resources('gnocchi_config').with({
+          :purge => true
+        })
+      end
+
+      it 'cnfigures coordination' do
+        is_expected.to contain_gnocchi_config('DEFAULT/coordination_url').with_value('redis://localhost:6379')
+        is_expected.to contain_package('python-redis').with(
+          :name   => platform_params[:redis_package_name],
+          :ensure => 'present',
+          :tag    => 'openstack'
+        )
+      end
     end
   end
 
@@ -41,9 +67,13 @@ describe 'gnocchi' do
       let(:platform_params) do
         case facts[:osfamily]
         when 'Debian'
-          { :gnocchi_common_package => 'gnocchi-common' }
+          { :gnocchi_common_package => 'gnocchi-common',
+            :redis_package_name     => 'python3-redis'
+          }
         when 'RedHat'
-          { :gnocchi_common_package => 'gnocchi-common' }
+          { :gnocchi_common_package => 'gnocchi-common',
+            :redis_package_name     => 'python-redis'
+          }
         end
       end
       it_behaves_like 'gnocchi'
diff --git a/spec/classes/gnocchi_storage_spec.rb b/spec/classes/gnocchi_storage_spec.rb
index 36bd6d90..302ec673 100644
--- a/spec/classes/gnocchi_storage_spec.rb
+++ b/spec/classes/gnocchi_storage_spec.rb
@@ -2,35 +2,8 @@ require 'spec_helper'
 
 describe 'gnocchi::storage' do
 
-  let :params do
-    { :package_ensure => 'latest' }
-  end
-
   shared_examples_for 'gnocchi-storage' do
-
-    it { is_expected.to contain_class('gnocchi::deps') }
-    it { is_expected.to contain_class('gnocchi::params') }
-
-    context 'with coordination' do
-      before do
-        params.merge!({
-          :coordination_url        => 'redis://localhost:6379',
-          :metric_processing_delay => 30,
-        })
-      end
-
-      it 'configures backend_url' do
-        is_expected.to contain_gnocchi_config('storage/coordination_url').with_value('redis://localhost:6379')
-        is_expected.to contain_gnocchi_config('storage/metric_processing_delay').with_value(30)
-      end
-
-      it 'installs python-redis package' do
-         is_expected.to contain_package('python-redis').with(
-           :name => platform_params[:redis_package_name],
-           :tag  => 'openstack'
-         )
-      end
-    end
+    # Nothong to test
   end
 
   on_supported_os({