diff --git a/compose/config/config.py b/compose/config/config.py
index 9e9cb857fbf..1a995fa8e1c 100644
--- a/compose/config/config.py
+++ b/compose/config/config.py
@@ -21,6 +21,7 @@
 DOCKER_CONFIG_KEYS = [
     'cap_add',
     'cap_drop',
+    'cgroup_parent',
     'command',
     'cpu_shares',
     'cpuset',
diff --git a/compose/config/fields_schema.json b/compose/config/fields_schema.json
index 6fce299cbb1..da67774fdfb 100644
--- a/compose/config/fields_schema.json
+++ b/compose/config/fields_schema.json
@@ -17,6 +17,7 @@
         "build": {"type": "string"},
         "cap_add": {"type": "array", "items": {"type": "string"}, "uniqueItems": true},
         "cap_drop": {"type": "array", "items": {"type": "string"}, "uniqueItems": true},
+        "cgroup_parent": {"type": "string"},
         "command": {
           "oneOf": [
             {"type": "string"},
diff --git a/compose/service.py b/compose/service.py
index 044b34ad5e7..0d89afc02d0 100644
--- a/compose/service.py
+++ b/compose/service.py
@@ -41,6 +41,7 @@
 DOCKER_START_KEYS = [
     'cap_add',
     'cap_drop',
+    'cgroup_parent',
     'devices',
     'dns',
     'dns_search',
@@ -675,6 +676,7 @@ def _get_container_host_config(self, override_options, one_off=False):
         read_only = options.get('read_only', None)
 
         devices = options.get('devices', None)
+        cgroup_parent = options.get('cgroup_parent', None)
 
         return self.client.create_host_config(
             links=self._get_links(link_to_self=one_off),
@@ -696,7 +698,8 @@ def _get_container_host_config(self, override_options, one_off=False):
             read_only=read_only,
             pid_mode=pid,
             security_opt=security_opt,
-            ipc_mode=options.get('ipc')
+            ipc_mode=options.get('ipc'),
+            cgroup_parent=cgroup_parent
         )
 
     def build(self, no_cache=False, pull=False):
diff --git a/docs/compose-file.md b/docs/compose-file.md
index 725130f7897..67322335a78 100644
--- a/docs/compose-file.md
+++ b/docs/compose-file.md
@@ -56,6 +56,12 @@ Override the default command.
 
     command: bundle exec thin -p 3000
 
+### cgroup_parent
+
+Specify an optional parent cgroup for the container.
+
+    cgroup_parent: m-executor-abcd
+
 ### container_name
 
 Specify a custom container name, rather than a generated default name.
diff --git a/tests/unit/service_test.py b/tests/unit/service_test.py
index 19d25e2ed54..84ede755312 100644
--- a/tests/unit/service_test.py
+++ b/tests/unit/service_test.py
@@ -146,6 +146,18 @@ def test_memory_swap_limit(self):
             2000000000
         )
 
+    def test_cgroup_parent(self):
+        self.mock_client.create_host_config.return_value = {}
+
+        service = Service(name='foo', image='foo', hostname='name', client=self.mock_client, cgroup_parent='test')
+        service._get_container_create_options({'some': 'overrides'}, 1)
+
+        self.assertTrue(self.mock_client.create_host_config.called)
+        self.assertEqual(
+            self.mock_client.create_host_config.call_args[1]['cgroup_parent'],
+            'test'
+        )
+
     def test_log_opt(self):
         self.mock_client.create_host_config.return_value = {}