diff --git a/pympipool/shared/executorbase.py b/pympipool/shared/executorbase.py
index d85fb996..c1bfb84f 100644
--- a/pympipool/shared/executorbase.py
+++ b/pympipool/shared/executorbase.py
@@ -325,7 +325,7 @@ def execute_separate_tasks(
                                      option to true
     """
     active_task_dict = {}
-    process_lst = []
+    process_lst, qtask_lst = [], []
     while True:
         task_dict = future_queue.get()
         if "shutdown" in task_dict.keys() and task_dict["shutdown"]:
@@ -335,35 +335,17 @@ def execute_separate_tasks(
             future_queue.join()
             break
         elif "fn" in task_dict.keys() and "future" in task_dict.keys():
-            resource_dict = task_dict.pop("resource_dict")
             qtask = queue.Queue()
-            qtask.put(task_dict)
-            qtask.put({"shutdown": True, "wait": True})
-            if "cores" not in resource_dict.keys() or (
-                resource_dict["cores"] == 1 and kwargs["cores"] >= 1
-            ):
-                resource_dict["cores"] = kwargs["cores"]
-            active_task_dict = _wait_for_free_slots(
+            process = _submit_function_to_separate_process(
+                task_dict=task_dict,
+                qtask=qtask,
                 active_task_dict=active_task_dict,
-                cores_requested=resource_dict["cores"],
+                interface_class=interface_class,
+                executor_kwargs=kwargs,
                 max_cores=max_cores,
+                hostname_localhost=hostname_localhost,
             )
-            active_task_dict[task_dict["future"]] = resource_dict["cores"]
-            task_kwargs = kwargs.copy()
-            task_kwargs.update(resource_dict)
-            task_kwargs.update(
-                {
-                    "future_queue": qtask,
-                    "interface_class": interface_class,
-                    "hostname_localhost": hostname_localhost,
-                    "init_function": None,
-                }
-            )
-            process = RaisingThread(
-                target=execute_parallel_tasks,
-                kwargs=task_kwargs,
-            )
-            process.start()
+            qtask_lst.append(qtask)
             process_lst.append(process)
             future_queue.task_done()
 
@@ -406,7 +388,7 @@ def _wait_for_free_slots(active_task_dict: dict, cores_requested: int, max_cores
     Args:
         active_task_dict (dict): Dictionary containing the future objects and the number of cores they require
         cores_requested (int): Number of cores required for executing the next task
-        max_cores (int): Maximum number cores which can be used
+        max_cores (int): defines the number cores which can be used in parallel
 
     Returns:
         dict: Dictionary containing the future objects and the number of cores they require
@@ -414,3 +396,65 @@ def _wait_for_free_slots(active_task_dict: dict, cores_requested: int, max_cores
     while sum(active_task_dict.values()) + cores_requested > max_cores:
         active_task_dict = {k: v for k, v in active_task_dict.items() if not k.done()}
     return active_task_dict
+
+
+def _submit_function_to_separate_process(
+    task_dict: dict,
+    active_task_dict: dict,
+    qtask: queue.Queue,
+    interface_class: BaseInterface,
+    executor_kwargs: dict,
+    max_cores: int,
+    hostname_localhost: bool = False,
+):
+    """
+    Submit function to be executed in separate Python process
+
+    Args:
+        task_dict (dict): task submitted to the executor as dictionary. This dictionary has the following keys
+                          {"fn": callable, "args": (), "kwargs": {}, "resource_dict": {}}
+        active_task_dict (dict): Dictionary containing the future objects and the number of cores they require
+        qtask (queue.Queue): Queue to communicate with the thread linked to the process executing the python function
+        interface_class (BaseInterface): Interface to start process on selected compute resources
+        executor_kwargs (dict): keyword parameters used to initialize the Executor
+        max_cores (int): defines the number cores which can be used in parallel
+        hostname_localhost (boolean): use localhost instead of the hostname to establish the zmq connection. In the
+                                     context of an HPC cluster this essential to be able to communicate to an
+                                     Executor running on a different compute node within the same allocation. And
+                                     in principle any computer should be able to resolve that their own hostname
+                                     points to the same address as localhost. Still MacOS >= 12 seems to disable
+                                     this look up for security reasons. So on MacOS it is required to set this
+                                     option to true
+
+    Returns:
+        RaisingThread: thread for communicating with the python process which is executing the function
+    """
+    resource_dict = task_dict.pop("resource_dict")
+    qtask.put(task_dict)
+    qtask.put({"shutdown": True, "wait": True})
+    if "cores" not in resource_dict.keys() or (
+        resource_dict["cores"] == 1 and executor_kwargs["cores"] >= 1
+    ):
+        resource_dict["cores"] = executor_kwargs["cores"]
+    active_task_dict = _wait_for_free_slots(
+        active_task_dict=active_task_dict,
+        cores_requested=resource_dict["cores"],
+        max_cores=max_cores,
+    )
+    active_task_dict[task_dict["future"]] = resource_dict["cores"]
+    task_kwargs = executor_kwargs.copy()
+    task_kwargs.update(resource_dict)
+    task_kwargs.update(
+        {
+            "future_queue": qtask,
+            "interface_class": interface_class,
+            "hostname_localhost": hostname_localhost,
+            "init_function": None,
+        }
+    )
+    process = RaisingThread(
+        target=execute_parallel_tasks,
+        kwargs=task_kwargs,
+    )
+    process.start()
+    return process