diff --git a/lib/ansible/runner/__init__.py b/lib/ansible/runner/__init__.py
index 528dfb42fff..9160a0b5928 100644
--- a/lib/ansible/runner/__init__.py
+++ b/lib/ansible/runner/__init__.py
@@ -49,6 +49,7 @@ from ansible.module_common import ModuleReplacer
 
 module_replacer = ModuleReplacer(strip_comments=False)
 
+NEED_ATFORK=False
 HAS_ATFORK=True
 try:
     from Crypto.Random import atfork
@@ -60,30 +61,28 @@ multiprocessing_runner = None
 OUTPUT_LOCKFILE  = tempfile.TemporaryFile()
 PROCESS_LOCKFILE = tempfile.TemporaryFile()
 
+from foon import Foon
+
+FOON = Foon()
+
 ################################################
 
-def _executor_hook(job_queue, result_queue, new_stdin):
+class KeyboardInterruptError(Exception):
+    pass
+
+def _executor_hook(params):
+
+    (host, my_stdin) = params
 
     # attempt workaround of https://github.com/newsapps/beeswithmachineguns/issues/17
     # this function also not present in CentOS 6
-    if HAS_ATFORK:
+    if HAS_ATFORK and NEED_ATFORK:
         atfork()
 
-    signal.signal(signal.SIGINT, signal.SIG_IGN)
-    while not job_queue.empty():
-        try:
-            host = job_queue.get(block=False)
-            return_data = multiprocessing_runner._executor(host, new_stdin)
-            result_queue.put(return_data)
-
-            if 'LEGACY_TEMPLATE_WARNING' in return_data.flags:
-                # pass data back up across the multiprocessing fork boundary
-                template.Flags.LEGACY_TEMPLATE_WARNING = True
-
-        except Queue.Empty:
-            pass
-        except:
-            traceback.print_exc()
+    try:
+        return multiprocessing_runner._executor(host, my_stdin)
+    except KeyboardInterrupt:
+        raise KeyboardInterruptError()
 
 class HostVars(dict):
     ''' A special view of setup_cache that adds values from the inventory when needed. '''
@@ -209,6 +208,9 @@ class Runner(object):
             else:
                 self.transport = "ssh" 
 
+        if self.transport == "paramiko":
+            global NEED_ATFORK
+            NEED_ATFORK=True
 
         # misc housekeeping
         if subset and self.inventory._subset is None:
@@ -1056,39 +1058,11 @@ class Runner(object):
 
     # *****************************************************
 
-
     def _parallel_exec(self, hosts):
         ''' handles mulitprocessing when more than 1 fork is required '''
 
-        manager = multiprocessing.Manager()
-        job_queue = manager.Queue()
-        for host in hosts:
-            job_queue.put(host)
-        result_queue = manager.Queue()
-
-        workers = []
-        for i in range(self.forks):
-            new_stdin = os.fdopen(os.dup(sys.stdin.fileno()))
-            prc = multiprocessing.Process(target=_executor_hook,
-                args=(job_queue, result_queue, new_stdin))
-            prc.start()
-            workers.append(prc)
-
-        try:
-            for worker in workers:
-                worker.join()
-        except KeyboardInterrupt:
-            for worker in workers:
-                worker.terminate()
-                worker.join()
-        
-        results = []
-        try:
-            while not result_queue.empty():
-                results.append(result_queue.get(block=False))
-        except socket.error:
-            raise errors.AnsibleError("<interrupted>")
-        return results
+        FOON.set_size(self.forks)
+        return FOON.map(_executor_hook, hosts)
 
     # *****************************************************