diff --git a/CHANGELOG.md b/CHANGELOG.md
index e8299b8bde..9ce229e13d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -37,6 +37,10 @@ This file is used to list changes made in each version of the AWS ParallelCluste
 - Remove generation of DSA keys for login nodes as DSA, which became unsupported in OpenSSH 9.7+.
 - Set instance ID and instance type information in Slurm upon compute nodes launch.
 - Install NVIDIA drivers without the option 'no-cc-version-check', which is now deprecated in the NVIDIA installer.
+- Reduce RHEL/Rocky Linux boot time by the following network customization:
+  - Configuring higher priority to IPv4 than IPv6
+  - Disabling Internet connectivity check
+  - Configuring only IPv4 IMDS endpoint to cloud-init
 
 **BUG FIXES**
 - Remove usage of cfn-init for compute node bootstrapping to reduce node scale-up time.
diff --git a/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/99-disable-ipv6-metadata.cfg b/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/99-disable-ipv6-metadata.cfg
new file mode 100644
index 0000000000..71dd7f17ad
--- /dev/null
+++ b/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/99-disable-ipv6-metadata.cfg
@@ -0,0 +1,3 @@
+datasource:
+  Ec2:
+    metadata_urls: [ 'http://169.254.169.254' ]
\ No newline at end of file
diff --git a/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/NetworkManager.conf b/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/NetworkManager.conf
index 64540b3c48..3caa0bccac 100644
--- a/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/NetworkManager.conf
+++ b/cookbooks/aws-parallelcluster-slurm/files/redhat/dns_domain/NetworkManager.conf
@@ -23,6 +23,13 @@
 plugins = ifcfg-rh,
 dhcp = dhclient
 
+[connection]
+ipv4.route-metric=100
+ipv6.route-metric=200
+
+[connectivity]
+enabled=false
+
 [logging]
 # When debugging NetworkManager, enabling debug logging is of great help.
 #
diff --git a/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/99-disable-ipv6-metadata.cfg b/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/99-disable-ipv6-metadata.cfg
new file mode 100644
index 0000000000..71dd7f17ad
--- /dev/null
+++ b/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/99-disable-ipv6-metadata.cfg
@@ -0,0 +1,3 @@
+datasource:
+  Ec2:
+    metadata_urls: [ 'http://169.254.169.254' ]
\ No newline at end of file
diff --git a/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/NetworkManager.conf b/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/NetworkManager.conf
index 64540b3c48..3caa0bccac 100644
--- a/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/NetworkManager.conf
+++ b/cookbooks/aws-parallelcluster-slurm/files/rocky/dns_domain/NetworkManager.conf
@@ -23,6 +23,13 @@
 plugins = ifcfg-rh,
 dhcp = dhclient
 
+[connection]
+ipv4.route-metric=100
+ipv6.route-metric=200
+
+[connectivity]
+enabled=false
+
 [logging]
 # When debugging NetworkManager, enabling debug logging is of great help.
 #
diff --git a/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_redhat8.rb b/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_redhat8.rb
index 3cb10a8d8f..4b63e5eca8 100644
--- a/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_redhat8.rb
+++ b/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_redhat8.rb
@@ -33,6 +33,16 @@
     mode '0644'
   end
 
+  # Disable ipv6 IMDS in cloud init to speed up
+  cookbook_file '99-disable-ipv6-metadata.cfg' do
+    path '/etc/cloud/cloud.cfg.d/99-disable-ipv6-metadata.cfg'
+    source 'dns_domain/99-disable-ipv6-metadata.cfg'
+    cookbook 'aws-parallelcluster-slurm'
+    user 'root'
+    group 'root'
+    mode '0644'
+  end
+
   action_update_search_domain
   network_service 'Restart network service'
 end
diff --git a/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_rocky8.rb b/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_rocky8.rb
index 4ad36e1856..448619f0ac 100644
--- a/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_rocky8.rb
+++ b/cookbooks/aws-parallelcluster-slurm/resources/dns_domain/dns_domain_rocky8.rb
@@ -33,6 +33,16 @@
     mode '0644'
   end
 
+  # Disable ipv6 IMDS in cloud init to speed up
+  cookbook_file '99-disable-ipv6-metadata.cfg' do
+    path '/etc/cloud/cloud.cfg.d/99-disable-ipv6-metadata.cfg'
+    source 'dns_domain/99-disable-ipv6-metadata.cfg'
+    cookbook 'aws-parallelcluster-slurm'
+    user 'root'
+    group 'root'
+    mode '0644'
+  end
+
   action_update_search_domain
   network_service 'Restart network service'
 end