Palette’s native edge solution provides a way for Spectro Cloud’s Palette Edge Distribution, a security-hardened, immutable operating system with embedded Kubernetes components, to be installed at edge sites on typically small form factor devices. Thousands of such sites can be provisioned and centrally managed from Palette’s management console, making it easy to upgrade and configure sites in bulk. Cluster profiles with specifications of the desired infrastructure settings (OS type and version; K8s type and version; CNI), as well as desired applications such as Point of Sales, etc., are used as a blueprint for provisioning edge sites.

At the site, Palette provides a plug-n-play experience to the operator. First, appliances are bootstrapped with an initial installer image connecting to the management console to retrieve desired settings from the associated cluster profile. Then, the appropriate Palette Edge Distribution is downloaded, installed, and configured to provision the edge appliance and operationalize the site.

Palette Native Edge Architecture


Following are some of the architectural highlights of the Palette-provisioned Edge Native clusters:

  • Kubernetes natively installed onto the host.
  • Support of Bare metal and virtualized edge devices.
  • Customizable site properties such as network proxies, certificates, etc.
  • Configure Kubernetes API servers with VIP or Dynamic DNS
  • Supports adding multiple devices to the site to form a multi-node Kubernetes cluster.
  • OS images are derived from immutable container-based OS images provided by Kairos.
  • Installation is bootstrapped using a relatively small distribution-agnostic installer image. The appropriate version/flavor of OS-K8s is derived based on cluster profile settings associated with the edge site and dynamically downloaded and installed.
  • Customization of Palette Edge Distribution supported for cases such as adding OS packages, device drivers etc.


  • One or more bare metal or virtual devices on X86 architecture to serve as edge hosts for the site.
  • Minimum hardware requirements for the edge devices:
    • RAM: 4GB (minimum)
    • CPU: 2
    • Disk: 50Gb
  • Outgoing internet connectivity either direct or via proxy.
  • For bare metal edge hosts, a bootable USB drive or PXE setup to boot devices using the Palette Edge Distribution Installer image.

Palette Edge Distribution

At the edge locations, Palette provides the following distributions for installation:

NameOSK8s DistroCNIsCSIs
Palette Optimized K3SopenSUSE,UbuntuK3SCalico, FlannelRook Ceph
Palette Optimized RKE2openSUSE,UbuntuRKE2CalicoRook Ceph
Palette eXtended Kubernetes Edge (PXK-E)openSUSE,UbuntuCNCFCalicoRook Ceph

Edge Deployment Lifecycle


The typical end-to-end lifecycle of deploying clusters at edge locations involves several distinct phases, and within each phase, different teams/organizations need to perform specific tasks.

  • Modeling - App architects build and test the applications in lab environments and model application profiles in Palette for cluster installation.
  • Staging - Central IT/Ops teams prepare an edge host installer variant from the base installer provided by Palette. Available customizations common to all edge locations are applied to the base installer in this phase. This includes specifying/overriding properties such as Palette endpoint, Registration App URL (for QR code-based registration), default OS users, default network settings, etc. This edge host installer variant is then shipped to all site locations. The Edge Installer Variant can be an ISO (bare-metal), OVA (VMware), AMI (AWS), or QCOW2 (OpenStack or MaaS). The staging section below describes the procedures to create each of these variants.
  • Installation - Site Operators provision one or more edge hosts using the image prepared by the Staging phase at the edge location. Site-specific properties are supplied during this phase by the site operator. This typically involves specifying site-specific properties such as static IP address, network proxy, certificate, etc. Find the exact procedure below.
  • Registration - Edge hosts need to be registered with the Palette management console, and cluster configuration needs to be created with these edge hosts. Clusters are configured with infrastructure and add-on profiles modeled by app architects during the modeling phase. This step can be performed in one of the following two ways:

    • Server-less app deployment for automated registration and cluster configuration. This involves cloning a sample application provided by Palette and customizing it to your needs. Detailed instructions for this are provided below.
    • Central IT / Ops manually register the edge hosts and configure clusters using Palette Management UI, API or Terraform. Detailed instructions for each of these methods are provided below.

The Palette Edge Management agent inside the edge host waits for the configuration to be available in Palette Management Console. Once registration and configuration are complete, it proceeds to install the Kubernetes cluster. The Kubernetes distribution, version, and other configuration properties are read from the associated infrastructure profile in the cluster configuration. Additional add-ons, if any, are deployed after the Kubernetes installation is complete. You can install a single or multi-node cluster using this process. You can also scale up your cluster at a later point after deployment.

If the edge location configuration is known and predictable, then Staging, Installation, and Registration can be combined into one step by the central IT/Ops team, and then ship the fully configured edge hosts to the edge location. The Site Operator at the edge location needs to hook up power and network cable without any further configuration. The edge cluster will be ready to be centrally managed for future upgrades.

The Kubernetes Packs for Edge Native deployments disable a few items by default to allow users to install those items independently or to avoid duplication.

Example Scenario:

For the Palette Optimized K3s pack, the default network component flannel is disabled to allow the user to independently use any CNI pack (Flannel or others), as part of the Network Layer (Infrastructure Layer).

The component metric server is disabled to avoid duplication of the metrics server, since the Palette agent already installs the metrics-server by default.

# disable the built in cni
flannel-backend: none
no-flannel: true
disable-network-policy: true
- metrics-server


The high-level tasks to be completed on the Palette Management Console during the modeling phase are as below:

  1. Create a cluster profile of the type infrastructure or full with Edge Native as the cloud type by providing the following layers.
Operating System (OS)Choose desired OS from the following options:OpenSUSE, Ubuntu
Kubernetes (K8s)Choose desired distribution from the following options:Palette eXtended Edge(PXE), Palette Optimized K3S, Palette Optimized RKE2
Container Network Interface (CNI)Applicable choices will depend on the choice of K8s distro. Choose the desired CNI implementation:Calico, Flannel

  1. Optionally, create additional profiles with out-of-the-box packs for monitoring, security, authentication, or other capabilities as desired. If remote access to the cluster is desired, consider adding the Spectro Proxy pack to one of the add-on profiles.
  1. Optionally, add additional helm or OCI registries and include applications hosted in those registries into add-on profiles.
  1. Test your application profiles by deploying them to clusters.


In this phase, a variant of Palette Edge Installer is created for shipping to edge locations. The procedure to build these variants depends on the target environment. During this phase site general settings (org settings) that generally apply to all the sites are specified.

Org Settings

The following table describes general settings that can be customized during the staging phase.

Site Setting NameDescriptionMandatory
paletteEndPointPalette Management Server endpointYes
nameUnique Identifier for the device. This should be globally unique across in the Palette Management System. If not provided, the ID is generated using the serial number of the appliancNo
registrationURLEnd point to the restoration app that can be used for QR code based automated registrationNo
Stages:initramfsCreate OS users, add them to groups, or add additional files/folders using this setting. Example below

These settings are specified in a Site template YAML file called user-data.yaml, like the one shown below:

paletteEndpoint: api.spectrocloud.com
registrationURL: https://edge-registration.vercel.app #Optional
- users:
- sudo
passwd: palette

The sub-sections below describe specific steps of staging for various environments:

Staging: Bare Metal (ISO)

For bare metal edge hosts, creating the palette edge installer variant involves generating an installer image which is derived by customizing the default Palette Edge Installer. Site-specific settings described above are baked into this image. The customization is performed by using the Palette Edge Installer Container.

The following are steps to customize site settings and build an installer image:

  1. Checkout the following Git Repo on your local machine or server where you intend to invoke the customization procedure.

    git clone https://github.com/spectrocloud/pxke-samples
  2. A file called .installer.env.template serves as a template file for settings that can be customized. Make a copy of this file to .installer.env.

    cp .installer.env.template .installer.env
  3. Update contents of this file to customize:

    • Installer Name
    • Base palette installer version(typically latest)
    • Location of the docker registry where the installation container image should be uploaded (optional)
    • Location of the user data.yaml file where customized installer settings described above are stored

A. Name of the ISO image to be generated- (Optional - defaults to pxe-installer if not specified)


B. Version of the palette edge installer agent- (Optional) Defaults to whatever is current latest release)


C. Target Docker image for the installer to generate


D. Path to user data file- (Optional - Defaults to "user-data" in the current directory. Change the value below and uncomment the line if the file is different).

  1. The default user-data file is named user-data in the home directory. So create that file or file named as specified in USER_DATA_FILE in the .installer.env

    Example: “my-user-data.yaml” above. The user data settings are as described in the site settings section above.

  1. Build the custom ISO: A custom ISO should be built with the name specified in the settings and the user data file baked inside the ISO.
  1. Mount this Palette Edge Installer ISO using a bootable USB drive, PXE server, or any other means to the bare metal appliances' primary drive (USB or CDROM). The installer will be flashed to the edge host hard disk, and the host will be shut down. The bare-metal edge host appliance is ready to be shipped to the edge location.


Site operators install edge hosts using the Palette Edge Installer variant. Installation procedures vary depending on the environment. During installation, site-specific properties may need to be supplied to the edge hosts. The properties available for site customization are described in the table below.

Site Setting NameDescriptionMandatory
network: typenetwork type may either be dhcp or staticYes
network: httpProxyproxy is specified it will be used for http and https trafficNo
network: nameserverconfigures the default nameserver for the systemNo
network: gatewayrequired if static network type is configured, this is the default gateway for all outbound trafficConditional - required if network type is static
network: ipAddressrequired if static network type is configured, this is the ip address the default interface will be configuredConditional - required if network type is static
network: maskrequired if a static network type is configured, defines the prefix length for addressable network.Conditional - required if network type is static


Automated QR code-based registration is set up in the installer, a QR code will be displayed on the console when the edge hosts boot up. The site operators can scan this QR code on their phones to bring up the registration web application. First, the unique edge host Id is pre-populated in the web application. Then, site operators can select a site nominated for the edge location and save it to automatically register the appliance in Palette Management Console and create a cluster definition. If multiple edge hosts need to be added to the same site, repeat the procedure for all of them, selecting the same site. Once the Palette Edge Host agent running inside edge hosts detect their configuration in Palette, it proceeds with cluster installation.


Registration involves adding your edge hosts to Palette Management Console and defining a cluster with those edge hosts. Once the registration is complete in Palette, the edge host agent comes out of the wait cycle and proceeds to install the cluster.

Methods to Register:

Registration can be performed using one of the following methods:

Automate Using QR Code

You can provide a QR case-based automated registration to simplify the process. A QR code is displayed on the edge host UI upon boot up if enabled during the installation phase. Site operators can scan this QR code using a cell phone to create a simple web page. This web page pre-populates the edge host’s unique ID in the web app and provides a list of edge sites that they can associate with this edge host. Site operators can select a site and submit it. The web application automatically creates the edge host entry in Palette and defines a cluster with that edge host. This results in the Palette edge host agent coming out of the wait cycle and proceeding to install the cluster end to end. Using this flow, edge hosts can also be added to existing clusters to scale the cluster into a multi-node cluster.

The following steps are required to facilitate this flow:

  • Palette provides a sample serverless application (Palette Edge Registration App) built and deployed using the Vercel platform. This application needs to be cloned and customized. Contact our sales team at sales@spectrocloud.com to access the GitHub repository that hosts the code for this application and set up automated deployments into the Vercel platform.
  • Clone the repository and change the company name, logo, and theme.
  • Update the sample sites provided with your site names and locations.
  • Map infrastructure and add-on cluster profiles to be used with each site.
  • Provide site-specific Virtual IP Addresses of DNS mapping to be used for the Kubernetes API server for each side Compile and test the code locally.
  • Raise a GitHub PR to automatically merge into your branch to deploy the app.
  • The link to this app deployment needs to be entered as registrationURL during the staging phase.

Note: Specific details about the files to be changed and instructions on how to build and test the application locally are provided in the ReadMe file present in the GitHub repository.

Deleting an Edge Native Cluster

Clusters can be deleted by clicking ‘Delete’ for a running cluster or ‘Abort’ for a cluster in a provisioning state. The delete operation returns the edge hosts to the ‘Ready’ state. All the artifacts related to the K8s distribution are removed. Post deletion, the edge hosts are available for deployment to a new cluster.