diff --git a/CHANGES.md b/CHANGES.md
index 2e1b6f00..17e621c1 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -17,6 +17,10 @@ dev
   _is_parametrized_type_hint to limit false positives.
   ([PR #409](https://github.com/cloudpipe/cloudpickle/pull/409))
 
+- Support pickling / depickling of OrderedDict KeysView, ValuesView, and
+  ItemsView, following similar strategy for vanilla Python dictionaries.
+  ([PR #423](https://github.com/cloudpipe/cloudpickle/pull/423))
+
 - Suppressed a source of non-determinism when pickling dynamically defined
   functions and handles the deprecation of co_lnotab in Python 3.10+.
   ([PR #428](https://github.com/cloudpipe/cloudpickle/pull/428))
diff --git a/cloudpickle/cloudpickle.py b/cloudpickle/cloudpickle.py
index 07dc7617..763e9d6f 100644
--- a/cloudpickle/cloudpickle.py
+++ b/cloudpickle/cloudpickle.py
@@ -55,6 +55,7 @@
 import warnings
 
 from .compat import pickle
+from collections import OrderedDict
 from typing import Generic, Union, Tuple, Callable
 from pickle import _getattribute
 from importlib._bootstrap import _find_spec
@@ -855,13 +856,22 @@ def _get_bases(typ):
     return getattr(typ, bases_attr)
 
 
-def _make_dict_keys(obj):
-    return dict.fromkeys(obj).keys()
+def _make_dict_keys(obj, is_ordered=False):
+    if is_ordered:
+        return OrderedDict.fromkeys(obj).keys()
+    else:
+        return dict.fromkeys(obj).keys()
 
 
-def _make_dict_values(obj):
-    return {i: _ for i, _ in enumerate(obj)}.values()
+def _make_dict_values(obj, is_ordered=False):
+    if is_ordered:
+        return OrderedDict((i, _) for i, _ in enumerate(obj)).values()
+    else:
+        return {i: _ for i, _ in enumerate(obj)}.values()
 
 
-def _make_dict_items(obj):
-    return obj.items()
+def _make_dict_items(obj, is_ordered=False):
+    if is_ordered:
+        return OrderedDict(obj).items()
+    else:
+        return obj.items()
diff --git a/cloudpickle/cloudpickle_fast.py b/cloudpickle/cloudpickle_fast.py
index c46914c6..10ceef1b 100644
--- a/cloudpickle/cloudpickle_fast.py
+++ b/cloudpickle/cloudpickle_fast.py
@@ -23,7 +23,7 @@
 import typing
 
 from enum import Enum
-from collections import ChainMap
+from collections import ChainMap, OrderedDict
 
 from .compat import pickle, Pickler
 from .cloudpickle import (
@@ -437,6 +437,24 @@ def _dict_items_reduce(obj):
     return _make_dict_items, (dict(obj), )
 
 
+def _odict_keys_reduce(obj):
+    # Safer not to ship the full dict as sending the rest might
+    # be unintended and could potentially cause leaking of
+    # sensitive information
+    return _make_dict_keys, (list(obj), True)
+
+
+def _odict_values_reduce(obj):
+    # Safer not to ship the full dict as sending the rest might
+    # be unintended and could potentially cause leaking of
+    # sensitive information
+    return _make_dict_values, (list(obj), True)
+
+
+def _odict_items_reduce(obj):
+    return _make_dict_items, (dict(obj), True)
+
+
 # COLLECTIONS OF OBJECTS STATE SETTERS
 # ------------------------------------
 # state setters are called at unpickling time, once the object is created and
@@ -513,6 +531,9 @@ class CloudPickler(Pickler):
     _dispatch_table[_collections_abc.dict_keys] = _dict_keys_reduce
     _dispatch_table[_collections_abc.dict_values] = _dict_values_reduce
     _dispatch_table[_collections_abc.dict_items] = _dict_items_reduce
+    _dispatch_table[type(OrderedDict().keys())] = _odict_keys_reduce
+    _dispatch_table[type(OrderedDict().values())] = _odict_values_reduce
+    _dispatch_table[type(OrderedDict().items())] = _odict_items_reduce
 
 
     dispatch_table = ChainMap(_dispatch_table, copyreg.dispatch_table)
diff --git a/tests/cloudpickle_test.py b/tests/cloudpickle_test.py
index e2d84012..baca23cc 100644
--- a/tests/cloudpickle_test.py
+++ b/tests/cloudpickle_test.py
@@ -229,6 +229,24 @@ def test_dict_items(self):
         self.assertEqual(results, items)
         assert isinstance(results, _collections_abc.dict_items)
 
+    def test_odict_keys(self):
+        keys = collections.OrderedDict([("a", 1), ("b", 2)]).keys()
+        results = pickle_depickle(keys)
+        self.assertEqual(results, keys)
+        assert type(keys) == type(results)
+
+    def test_odict_values(self):
+        values = collections.OrderedDict([("a", 1), ("b", 2)]).values()
+        results = pickle_depickle(values)
+        self.assertEqual(list(results), list(values))
+        assert type(values) == type(results)
+
+    def test_odict_items(self):
+        items = collections.OrderedDict([("a", 1), ("b", 2)]).items()
+        results = pickle_depickle(items)
+        self.assertEqual(results, items)
+        assert type(items) == type(results)
+
     def test_sliced_and_non_contiguous_memoryview(self):
         buffer_obj = memoryview(b"Hello!" * 3)[2:15:2]
         self.assertEqual(pickle_depickle(buffer_obj, protocol=self.protocol),