diff --git a/.vscode/settings.json b/.vscode/settings.json
index 07cfc57ae..d4c2ea8ad 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,7 +1,7 @@
 {
     "editor.formatOnSave": true,
     "editor.codeActionsOnSave": {
-        "source.organizeImports": true
+        "source.organizeImports": "explicit"
     },
     "python.linting.enabled": true,
     "python.linting.flake8Enabled": true,
diff --git a/docs/distributed.rst b/docs/distributed.rst
new file mode 100644
index 000000000..179369eb2
--- /dev/null
+++ b/docs/distributed.rst
@@ -0,0 +1,70 @@
+Distributed Deployment
+===================================
+
+This tutorial outlines the steps for deploying the FEDn framework over a **local network**, using a workstation as 
+the host and different devices as clients. For general steps on how to run FEDn, see one of the quickstart tutorials. 
+
+
+.. note::
+   For a secure and production-grade deployment solution over **public networks**, explore the FEDn Studio service at 
+   **studio.scaleoutsystems.com**. 
+   
+   Alternatively follow this tutorial substituting the hosts local IP with your public IP, open the neccesary 
+   ports (see which ports are used in docker-compose.yaml), and ensure you have taken additional neccesary security 
+   precautions.
+   
+Prerequisites
+-------------
+-  `One host workstation and atleast one client device`
+-  `Python 3.8, 3.9 or 3.10 <https://www.python.org/downloads>`__
+-  `Docker <https://docs.docker.com/get-docker>`__
+-  `Docker Compose <https://docs.docker.com/compose/install>`__
+
+Launch a distributed FEDn Network 
+-------------
+
+
+Start by noting your host's local IP address, used within your network. Discover it by running ifconfig on UNIX or 
+ipconfig on Windows, typically listed under inet for Unix and IPv4 for Windows.
+
+Continue with following the standard procedure to initiate a FEDn network, for example using by docker-compose. 
+Once the network is active, upload your compute package and seed (for comprehensive details, see the quickstart tutorials).
+
+
+Configuring and Attaching Clients
+-------------
+
+On your client device, continue with initializing your client. To connect to the host machine we need to ensure we are 
+routing the correct DNS to our hosts local IP address. We can do this using the standard FEDn `client.yaml`:
+
+.. code-block::
+
+   network_id: fedn-network
+   discover_host: api-server
+   discover_port: 8092
+
+
+We can then run using docker by adding the hosts in the docker run command:
+
+.. code-block::
+
+   docker run \
+   -v $PWD/client.yaml:<client.yaml file location> \
+   <potentiel data pointers>
+   —add-host=api-server:<host local ip> \
+   —add-host=combiner:<host local ip> \
+   <image name> run client -in client.yaml --name client1
+
+
+Alternatively updating the `/etc/hosts` file, appending the following lines for running naitively:
+
+.. code-block::
+
+   <host local ip>      api-server
+   <host local ip>      combiner
+
+
+Start a training session
+-------------
+
+After connecting with your clients, you are ready to start training sessions from the host machine.
\ No newline at end of file
diff --git a/docs/index.rst b/docs/index.rst
index 832be1334..431f545c3 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -4,6 +4,7 @@
    
    introduction
    quickstart
+   distributed
    apiclient
    tutorial
    architecture