diff --git a/doc/source/reference/compute/hyperv-guide.rst b/doc/source/reference/compute/hyperv-guide.rst
index 4039c90d26..e101bdc038 100644
--- a/doc/source/reference/compute/hyperv-guide.rst
+++ b/doc/source/reference/compute/hyperv-guide.rst
@@ -166,4 +166,4 @@ OpenStack HyperV services can be inspected and managed from PowerShell:
 
 For more information on OpenStack HyperV, see
 `Hyper-V virtualization platform
-<https://docs.openstack.org/ocata/config-reference/compute/hypervisor-hyper-v.html>`__.
+<https://docs.openstack.org/nova/latest/admin/configuration/hypervisor-hyper-v.html>`__.
diff --git a/doc/source/reference/compute/vmware-guide.rst b/doc/source/reference/compute/vmware-guide.rst
index b3f4983997..ed3ad5a9f0 100644
--- a/doc/source/reference/compute/vmware-guide.rst
+++ b/doc/source/reference/compute/vmware-guide.rst
@@ -271,5 +271,5 @@ KVM/QEMU deployment.
 
 For more information on OpenStack vSphere, see
 `VMware vSphere
-<https://docs.openstack.org/ocata/config-reference/compute/hypervisor-vmware.html>`__,
+<https://docs.openstack.org/nova/latest/admin/configuration/hypervisor-vmware.html>`__,
 `VMware-NSX package <https://github.com/openstack/vmware-nsx>`_.
diff --git a/doc/source/reference/networking/sriov.rst b/doc/source/reference/networking/sriov.rst
index 36251038ea..7cf6d8cb0a 100644
--- a/doc/source/reference/networking/sriov.rst
+++ b/doc/source/reference/networking/sriov.rst
@@ -165,7 +165,8 @@ dmesg on the compute node where the instance was placed.
    [ 2896.850028] ixgbe 0000:05:00.0: Setting VLAN 1000, QOS 0x0 on VF 3
    [ 2897.403367] vfio-pci 0000:05:10.4: enabling device (0000 -> 0002)
 
-For more information see `OpenStack SRIOV documentation <https://docs.openstack.org/neutron/pike/admin/config-sriov.html>`_.
+For more information see `OpenStack SRIOV documentation
+<https://docs.openstack.org/neutron/latest/admin/config-sriov.html>`_.
 
 Nova SRIOV
 ~~~~~~~~~~
@@ -221,4 +222,5 @@ Start a new instance using the flavor:
 Verify VF devices were created and the instance starts successfully as in
 the Neutron SRIOV case.
 
-For more information see `OpenStack PCI passthrough documentation <https://docs.openstack.org/nova/pike/admin/pci-passthrough.html>`_.
+For more information see `OpenStack PCI passthrough documentation
+<https://docs.openstack.org/nova/latest/admin/pci-passthrough.html>`_.
diff --git a/doc/source/reference/storage/swift-guide.rst b/doc/source/reference/storage/swift-guide.rst
index c5c4e23d36..29004d16f1 100644
--- a/doc/source/reference/storage/swift-guide.rst
+++ b/doc/source/reference/storage/swift-guide.rst
@@ -171,8 +171,8 @@ To generate Swift container ring, run the following commands:
          /etc/kolla/config/swift/${ring}.builder rebalance;
    done
 
-For more information, see
-https://docs.openstack.org/project-install-guide/object-storage/ocata/initial-rings.html
+For more information, see `the Swift documentation
+<https://docs.openstack.org/swift/latest/install/initial-rings.html>`__.
 
 Deploying
 ~~~~~~~~~
diff --git a/doc/source/user/quickstart.rst b/doc/source/user/quickstart.rst
index 894faced58..9886dde454 100644
--- a/doc/source/user/quickstart.rst
+++ b/doc/source/user/quickstart.rst
@@ -305,15 +305,15 @@ There are a few options that are required to deploy Kolla-Ansible:
      kolla_install_type: "source"
 
   To use DockerHub images, the default image tag has to be overridden. Images are
-  tagged with release names. For example to use stable Pike images set
+  tagged with release names. For example to use stable Rocky images set
 
   .. code-block:: console
 
-     openstack_release: "pike"
+     openstack_release: "rocky"
 
   It's important to use same version of images as kolla-ansible. That
   means if pip was used to install kolla-ansible, that means it's latest stable
-  version so ``openstack_release`` should be set to queens. If git was used with
+  version so ``openstack_release`` should be set to rocky. If git was used with
   master branch, DockerHub also provides daily builds of master branch (which is
   tagged as ``master``):