diff --git a/lib/rack/attack.rb b/lib/rack/attack.rb
index 0f375677..d7242dc2 100644
--- a/lib/rack/attack.rb
+++ b/lib/rack/attack.rb
@@ -13,6 +13,7 @@ class Rack::Attack
   autoload :DalliProxy,      'rack/attack/store_proxy/dalli_proxy'
   autoload :MemCacheProxy,   'rack/attack/store_proxy/mem_cache_proxy'
   autoload :RedisStoreProxy, 'rack/attack/store_proxy/redis_store_proxy'
+  autoload :RedisDistributedStoreProxy, 'rack/attack/store_proxy/redis_distributed_store_proxy'
   autoload :Fail2Ban,        'rack/attack/fail2ban'
   autoload :Allow2Ban,       'rack/attack/allow2ban'
   autoload :Request,         'rack/attack/request'
diff --git a/lib/rack/attack/store_proxy.rb b/lib/rack/attack/store_proxy.rb
index 4d698538..165e85da 100644
--- a/lib/rack/attack/store_proxy.rb
+++ b/lib/rack/attack/store_proxy.rb
@@ -1,10 +1,10 @@
 module Rack
   class Attack
     module StoreProxy
-      PROXIES = [DalliProxy, MemCacheProxy, RedisStoreProxy]
+      PROXIES = [DalliProxy, MemCacheProxy, RedisStoreProxy, RedisDistributedStoreProxy]
 
       ACTIVE_SUPPORT_WRAPPER_CLASSES = Set.new(['ActiveSupport::Cache::MemCacheStore', 'ActiveSupport::Cache::RedisStore']).freeze
-      ACTIVE_SUPPORT_CLIENTS = Set.new(['Redis::Store', 'Dalli::Client', 'MemCache']).freeze
+      ACTIVE_SUPPORT_CLIENTS = Set.new(['Redis::Store', 'Redis::DistributedStore', 'Dalli::Client', 'MemCache']).freeze
 
       def self.build(store)
         client = unwrap_active_support_stores(store)
diff --git a/lib/rack/attack/store_proxy/redis_distributed_store_proxy.rb b/lib/rack/attack/store_proxy/redis_distributed_store_proxy.rb
new file mode 100644
index 00000000..acca3f56
--- /dev/null
+++ b/lib/rack/attack/store_proxy/redis_distributed_store_proxy.rb
@@ -0,0 +1,40 @@
+require 'delegate'
+require 'rack/attack/store_proxy/redis_store_proxy'
+
+module Rack
+  class Attack
+    module StoreProxy
+      class RedisDistributedStoreProxy < RedisStoreProxy
+        def self.handle?(store)
+          defined?(::Redis::DistributedStore) && store.is_a?(::Redis::DistributedStore)
+        end
+
+        # overrride #increment to use a Lua script as Redis::Distributed
+        # does not support pipelining (even when all keys got to the same node)
+        def increment(key, amount, options={})
+          evalsha(script_sha, keys: [key], argv:[amount, options[:expires_in]])
+        rescue Redis::BaseError
+        end
+
+        private
+
+        def script_sha
+          @script_sha ||= begin
+            shas = script 'load', %{
+              -- KEYS[1]: key to increment
+              -- ARGV[1]: amount to increment by
+              -- ARGV[2]: updated TTL if any
+              local value = redis.call('INCRBY', KEYS[1], tonumber(ARGV[1]))
+              local ttl = tonumber(ARGV[2])
+              if ttl then
+                redis.call('EXPIRE', KEYS[1], ttl)
+              end
+              return value
+            }
+            shas.kind_of?(Array) ? shas.first : shas
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/spec/integration/rack_attack_cache_spec.rb b/spec/integration/rack_attack_cache_spec.rb
index 6eb27eff..f50dc2b0 100644
--- a/spec/integration/rack_attack_cache_spec.rb
+++ b/spec/integration/rack_attack_cache_spec.rb
@@ -24,6 +24,7 @@ def sleep_until_expired
     ActiveSupport::Cache::MemoryStore.new,
     ActiveSupport::Cache::DalliStore.new("127.0.0.1"),
     ActiveSupport::Cache::RedisStore.new("127.0.0.1"),
+    ActiveSupport::Cache::RedisStore.new(%w[127.0.0.1/1 127.0.0.1/2]),
     ActiveSupport::Cache::MemCacheStore.new("127.0.0.1"),
     Dalli::Client.new,
     ConnectionPool.new { Dalli::Client.new },