diff --git a/16-lxd-cluster.md b/16-lxd-cluster.md
new file mode 100644
index 0000000000000000000000000000000000000000..f5e5bdc7b5f220cad4a35a86afe1b50ba776aba1
--- /dev/null
+++ b/16-lxd-cluster.md
@@ -0,0 +1,144 @@
+# ANNEX 8: Setting up an LXD Cluster
+
+This section illustrates how to set up an LXD Cluster of three nodes. The following figure shows the machines in which the LXD Cluster will be set up.
+
+> Note: IPs and the network will be different in other scenarios.
+
+![lxd-cluster-topology](assets/800px-lxd_cluster.png)
+
+## Install LXD
+
+The steps in this subsection are executed in all the nodes of the LXD Cluster.
+
+1. Install LXD snap
+2. Add production values in sysctl
+
+**Install LXD snap**: Execute the following commands
+
+```bash
+sudo apt update
+sudo apt-get purge lxd lxd-client -y
+sudo apt-get install zfsutils-linux -y
+sudo snap install lxd
+```
+
+**Add production values in sysctl**: Create a file in `/etc/sysctl.d/60-lxd-production.conf` with the following content, and then execute `sudo sysctl --system`.
+
+```cfg
+fs.inotify.max_queued_events=1048576
+fs.inotify.max_user_instances=1048576
+fs.inotify.max_user_watches=1048576
+vm.max_map_count=262144
+kernel.dmesg_restrict=1
+net.ipv4.neigh.default.gc_thresh3=8192
+net.ipv6.neigh.default.gc_thresh3=8192
+net.core.bpf_jit_limit=3000000000
+kernel.keys.maxkeys=2000
+kernel.keys.maxbytes=2000000
+```
+
+## Configure the first LXD node
+
+```bash
+$ lxc network create lxdbr0 ipv6.address=none ipv4.address=10.0.0.1/16 ipv4.nat=true
+$ lxd init
+Would you like to use LXD clustering? (yes/no) [default=no]: yes
+What name should be used to identify this node in the cluster? [default=lxd-cluster-1]:
+What IP address or DNS name should be used to reach this node? [default=172.21.248.24]:
+Are you joining an existing cluster? (yes/no) [default=no]:
+Setup password authentication on the cluster? (yes/no) [default=yes]:
+Trust password for new clients:
+Again:
+Do you want to configure a new local storage pool? (yes/no) [default=yes]:
+Name of the storage backend to use (btrfs, dir, lvm, zfs) [default=zfs]:
+Create a new ZFS pool? (yes/no) [default=yes]:
+Would you like to use an existing block device? (yes/no) [default=no]:
+Size in GB of the new loop device (1GB minimum) [default=15GB]: 100GB
+Do you want to configure a new remote storage pool? (yes/no) [default=no]:
+Would you like to connect to a MAAS server? (yes/no) [default=no]:
+Would you like to configure LXD to use an existing bridge or host interface? (yes/no) [default=no]: yes
+Name of the existing bridge or host interface: lxdbr0
+Would you like stale cached images to be updated automatically? (yes/no) [default=yes]
+Would you like a YAML "lxd init" preseed to be printed? (yes/no) [default=no]:
+```
+
+## Configure the second node
+
+```bash
+$ sudo lxd init
+Would you like to use LXD clustering? (yes/no) [default=no]: yes
+What name should be used to identify this node in the cluster? [default=lxd-cluster-2]:
+What IP address or DNS name should be used to reach this node? [default=172.21.248.7]:
+Are you joining an existing cluster? (yes/no) [default=no]: yes
+IP address or FQDN of an existing cluster node: 172.21.248.24
+Cluster fingerprint: ea9d4e6ce521885d8720002cef360f2009619ff9edc45997d3fbba76e7cbb256
+You can validate this fingerprint by running "lxc info" locally on an existing node.
+Is this the correct fingerprint? (yes/no) [default=no]: yes
+Cluster trust password:
+All existing data is lost when joining a cluster, continue? (yes/no) [default=no] yes
+Choose "source" property for storage pool "local":
+Choose "zfs.pool_name" property for storage pool "local":
+Choose "size" property for storage pool "local": 100GB
+Would you like a YAML "lxd init" preseed to be printed? (yes/no) [default=no]:
+```
+
+## Configure the third node
+
+```bash
+Would you like to use LXD clustering? (yes/no) [default=no]: yes
+What name should be used to identify this node in the cluster? [default=lxd-cluster-3]:
+What IP address or DNS name should be used to reach this node? [default=172.21.248.63]:
+Are you joining an existing cluster? (yes/no) [default=no]: yes
+IP address or FQDN of an existing cluster node: 172.21.248.24
+Cluster fingerprint: ea9d4e6ce521885d8720002cef360f2009619ff9edc45997d3fbba76e7cbb256
+You can validate this fingerprint by running "lxc info" locally on an existing node.
+Is this the correct fingerprint? (yes/no) [default=no]: yes
+Cluster trust password:
+All existing data is lost when joining a cluster, continue? (yes/no) [default=no] yes
+Choose "size" property for storage pool "local": 100GB
+Choose "source" property for storage pool "local":
+Choose "zfs.pool_name" property for storage pool "local":
+Would you like a YAML "lxd init" preseed to be printed? (yes/no) [default=no]:
+```
+
+## Check
+
+```bash
+$ lxc cluster list
++---------------+----------------------------+----------+--------+-------------------+--------------+
+|    NAME       |             URL            | DATABASE | STATE  |     MESSAGE       | ARCHITECTURE |
++---------------+----------------------------+----------+--------+-------------------+--------------+
+| lxd-cluster-1 | https://172.21.248.24:8443 | YES      | ONLINE | fully operational | x86_64       |
++---------------+----------------------------+----------+--------+-------------------+--------------+
+| lxd-cluster-2 | https://172.21.248.7:8443  | YES      | ONLINE | fully operational | x86_64       |
++---------------+----------------------------+----------+--------+-------------------+--------------+
+| lxd-cluster-3 | https://172.21.248.63:8443 | YES      | ONLINE | fully operational | x86_64       |
++---------------+----------------------------+----------+--------+-------------------+--------------+
+```
+
+## Certificates
+
+A common authentication method in LXD is the use of certificates, and this subsection will focus on the preparation of the certificates to be ready. Basically, we need to first create a certificate and trust it in the LXD Cluster.
+
+All the commands in this section are executed in the first LXD node.
+
+### Create certificate
+
+```bash
+mkdir ~/.osm
+openssl req -nodes -new -x509 -keyout ~/.osm/client.key -out ~/.osm/client.crt -days 365 -subj "/C=FR/ST=Nice/L=Nice/O=ETSI/OU=OSM/CN=osm.etsi.org"
+cat .osm/client.crt    # Print client certificate
+cat .osm/client.key    # Print client key
+```
+
+### Trust client certificate
+
+```bash
+lxc config trust add local: ~/.osm/client.crt
+```
+
+### Get LXD server certificate
+
+```bash
+sudo cat /var/snap/lxd/common/lxd/server.crt  # Print server certificate
+```
diff --git a/assets/800px-lxd_cluster.png b/assets/800px-lxd_cluster.png
new file mode 100644
index 0000000000000000000000000000000000000000..7171936598948eb663b320d8d880d52b308941c8
Binary files /dev/null and b/assets/800px-lxd_cluster.png differ
diff --git a/index.md b/index.md
index 98f783dce01fbf1813d6a5010acfbd335381238e..78a2e935f82fbc416490e891675ddab6bd172c55 100644
--- a/index.md
+++ b/index.md
@@ -25,3 +25,4 @@
 13. [ANNEX 5: OpenVIM installation](13-openvim-installation.md)
 14. [ANNEX 6: Tests to validate VIM capabilities from OSM](14-tests-for-vim-validation.md)
 15. [ANNEX 7: Kubernetes installation and requirements](15-k8s-installation.md)
+16. [ANNEX 8: Setting up an LXD Cluster](16-lxd-cluster.md)
diff --git a/index.rst b/index.rst
index 969ba74348ae2f036d57946b2d816cabcd693366..984247d6d9110375375b9d440084783eb273b26b 100644
--- a/index.rst
+++ b/index.rst
@@ -27,3 +27,4 @@ Welcome to Open Source MANO's documentation!
    13-openvim-installation
    14-tests-for-vim-validation
    15-k8s-installation.md
+   16-lxd-cluster.md