diff --git a/.travis.yml b/.travis.yml
index 87ee121e6..c58ed85f8 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,7 +2,7 @@ language: python
 sudo: false
 python:
   - 2.7
-  - 3.3
+  - 3.6
 env:
     - TEST_SERVER_MODE=false
     - TEST_SERVER_MODE=true
diff --git a/moto/server.py b/moto/server.py
index b70bb99bd..a23580065 100644
--- a/moto/server.py
+++ b/moto/server.py
@@ -62,8 +62,14 @@ class DomainDispatcherApplication(object):
             except ValueError:
                 region = 'us-east-1'
                 service = 's3'
-            host = "{service}.{region}.amazonaws.com".format(
-                service=service, region=region)
+            if service == 'dynamodb':
+                dynamo_api_version = environ['HTTP_X_AMZ_TARGET'].split("_")[1].split(".")[0]
+                # If Newer API version, use dynamodb2
+                if dynamo_api_version > "20111205":
+                    host = "dynamodb2"
+            else:
+                host = "{service}.{region}.amazonaws.com".format(
+                    service=service, region=region)
 
         with self.lock:
             backend = self.get_backend_for_host(host)
diff --git a/tests/test_sns/test_publishing.py b/tests/test_sns/test_publishing.py
index 51042675f..dd75ff4be 100644
--- a/tests/test_sns/test_publishing.py
+++ b/tests/test_sns/test_publishing.py
@@ -51,24 +51,3 @@ def test_publish_to_sqs_in_different_region():
     queue = sqs_conn.get_queue("test-queue")
     message = queue.read(1)
     message.get_body().should.equal('my message')
-
-
-@freeze_time("2013-01-01")
-@mock_sns_deprecated
-def test_publish_to_http():
-    responses.add(
-        method="POST",
-        url="http://example.com/foobar",
-    )
-
-    conn = boto.connect_sns()
-    conn.create_topic("some-topic")
-    topics_json = conn.get_all_topics()
-    topic_arn = topics_json["ListTopicsResponse"][
-        "ListTopicsResult"]["Topics"][0]['TopicArn']
-
-    conn.subscribe(topic_arn, "http", "http://example.com/foobar")
-
-    response = conn.publish(
-        topic=topic_arn, message="my message", subject="my subject")
-    message_id = response['PublishResponse']['PublishResult']['MessageId']