diff --git a/Makefile b/Makefile
index 0bda527a31..54f7c87ea4 100644
--- a/Makefile
+++ b/Makefile
@@ -28,7 +28,6 @@ integration-test-py3: build-py3
 	docker run -v `$(HOST_TMPDIR)`:/tmp -v /var/run/docker.sock:/var/run/docker.sock docker-py3 py.test -rxs tests/integration_test.py
 
 integration-dind: build build-py3
-	docker build -t dpy-tests -f ./tests/Dockerfile .
 	docker run -d --name dpy-dind -v /tmp --privileged dockerswarm/dind:1.8.1 docker -d -H tcp://0.0.0.0:2375
 	docker run --volumes-from dpy-dind --env="DOCKER_HOST=tcp://docker:2375" --link=dpy-dind:docker docker-py py.test -rxs tests/integration_test.py
 	docker run --volumes-from dpy-dind --env="DOCKER_HOST=tcp://docker:2375" --link=dpy-dind:docker docker-py3 py.test -rxs tests/integration_test.py
diff --git a/tests/integration_test.py b/tests/integration_test.py
index e63504bbd8..0cf1250189 100644
--- a/tests/integration_test.py
+++ b/tests/integration_test.py
@@ -82,7 +82,7 @@ def setUp(self):
         if six.PY2:
             self.assertRegex = self.assertRegexpMatches
             self.assertCountEqual = self.assertItemsEqual
-        self.client = docker_client(timeout=5)
+        self.client = docker_client(timeout=60)
         self.tmp_imgs = []
         self.tmp_containers = []
         self.tmp_folders = []
@@ -1115,38 +1115,36 @@ def runTest(self):
 
 class TestPull(BaseTestCase):
     def runTest(self):
-        self.client.close()
-        self.client = docker_client(timeout=10)
         try:
-            self.client.remove_image('busybox')
+            self.client.remove_image('hello-world')
         except docker.errors.APIError:
             pass
-        res = self.client.pull('busybox')
+        res = self.client.pull('hello-world')
+        self.tmp_imgs.append('hello-world')
         self.assertEqual(type(res), six.text_type)
         self.assertGreaterEqual(
-            len(self.client.images('busybox')), 1
+            len(self.client.images('hello-world')), 1
         )
-        img_info = self.client.inspect_image('busybox')
+        img_info = self.client.inspect_image('hello-world')
         self.assertIn('Id', img_info)
 
 
 class TestPullStream(BaseTestCase):
     def runTest(self):
-        self.client.close()
-        self.client = docker_client(timeout=10)
         try:
-            self.client.remove_image('busybox')
+            self.client.remove_image('hello-world')
         except docker.errors.APIError:
             pass
-        stream = self.client.pull('busybox', stream=True)
+        stream = self.client.pull('hello-world', stream=True)
+        self.tmp_imgs.append('hello-world')
         for chunk in stream:
             if six.PY3:
                 chunk = chunk.decode('utf-8')
             json.loads(chunk)  # ensure chunk is a single, valid JSON blob
         self.assertGreaterEqual(
-            len(self.client.images('busybox')), 1
+            len(self.client.images('hello-world')), 1
         )
-        img_info = self.client.inspect_image('busybox')
+        img_info = self.client.inspect_image('hello-world')
         self.assertIn('Id', img_info)
 
 
@@ -1195,9 +1193,7 @@ def runTest(self):
 class ImportTestCase(BaseTestCase):
     '''Base class for `docker import` test cases.'''
 
-    # Use a large file size to increase the chance of triggering any
-    # MemoryError exceptions we might hit.
-    TAR_SIZE = 512 * 1024 * 1024
+    TAR_SIZE = 512 * 1024
 
     def write_dummy_tar_content(self, n_bytes, tar_fd):
         def extend_file(f, n_bytes):