<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Cloud Native Architecture – Telecommunication</title><link>https://deploy-preview-35--cncfarchitecture.netlify.app/industries/telecommunication/</link><description>Recent content in Telecommunication on Cloud Native Architecture</description><generator>Hugo -- gohugo.io</generator><language>en</language><lastBuildDate>Mon, 16 Mar 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://deploy-preview-35--cncfarchitecture.netlify.app/industries/telecommunication/index.xml" rel="self" type="application/rss+xml"/><item><title>Architectures: End-to-End Cloud Native Telco Platform Automation at Swisscom</title><link>https://deploy-preview-35--cncfarchitecture.netlify.app/architectures/swisscom-cloud-native-telco/</link><pubDate>Mon, 16 Mar 2026 00:00:00 +0000</pubDate><guid>https://deploy-preview-35--cncfarchitecture.netlify.app/architectures/swisscom-cloud-native-telco/</guid><description>
&lt;h2 id="relevant-projects">Relevant Projects&lt;/h2>
&lt;h3 id="cncf-projects">CNCF Projects&lt;/h3>
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Kubernetes
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&lt;p>&lt;a href="https://www.cncf.io/projects/kubernetes/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/kubernetes/icon/color/kubernetes-icon-color.svg" alt="kubernetes logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>
&lt;p>&lt;strong>Using since:&lt;/strong> 2021&lt;/p>
&lt;p>The Kubernetes API is the database backend and control plane of the entire automation platform. It acts as the runtime for all CNFs, operators, and platform services. Custom Resource Definitions extend the API to cover telco-specific concerns like IPAM, DNS, and network function configuration.&lt;/p>
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Flux
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&lt;p>&lt;a href="https://www.cncf.io/projects/flux/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/flux/icon/color/flux-icon-color.svg" alt="flux logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>
&lt;p>&lt;strong>Using since:&lt;/strong> 2022&lt;/p>
&lt;p>Flux is the GitOps engine for continuous reconciliation. It monitors Git repositories and synchronizes all desired state — CNF deployment manifests, Custom Resources, DNS endpoints, certificate requests, IP claims, and test definitions — into Kubernetes clusters.&lt;/p>
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cert-manager
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&lt;p>&lt;a href="https://www.cncf.io/projects/cert-manager/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/cert-manager/icon/color/cert-manager-icon-color.svg" alt="cert-manager logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2023&lt;/p>
&lt;p>Automated certificate lifecycle management integrated with Swisscom&amp;rsquo;s internal PKI. Certificate requests are expressed as Kubernetes CRs, reconciled by Flux, and managed by cert-manager. Private keys never leave the cluster.&lt;/p>
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Headlamp
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&lt;p>&lt;a href="https://www.cncf.io/projects/headlamp/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/headlamp/icon/color/headlamp-icon-color.svg" alt="headlamp logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2025&lt;/p>
&lt;p>Kubernetes dashboard for the management cluster, providing cluster visibility, RBAC-based access control, a CRD documentation browser, and extensible plugin system. Swisscom is listed as an official Headlamp adopter.&lt;/p>
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SDC (Schema Driven Configuration)
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&lt;p>&lt;a href="https://docs.sdcio.dev/">&lt;img src="https://landscape.cncf.io/logos/c5f5fbc1c0b595d28bcfc1f443d46b7c0e4aa4c0dc9f239b0e0fa90ca3a4fda4.svg" alt="sdc logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2024&lt;/p>
&lt;p>Used as the Config Sync Operator to push assembled configurations to CNFs. SDC enables vendor-agnostic, declarative configuration management using YANG schemas and NETCONF/gNMI protocols. Swisscom adopted SDC as its strategic configuration management solution and actively contributes features including config blame, drift detection, validation, testing compatibility with CNFs, and NETCONF Actions support. Swisscom is listed as an official SDC adopter.&lt;/p>
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CoreDNS
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&lt;p>&lt;a href="https://www.cncf.io/projects/coredns/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/coredns/icon/color/coredns-icon-color.svg" alt="coredns logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2021&lt;/p>
&lt;p>In-cluster DNS service discovery for Kubernetes services. Also used with conditional forwarding to route queries for private 5G zones (e.g., 3gppnetwork.org) to the authoritative PowerDNS servers.&lt;/p>
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ExternalDNS
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&lt;p>&lt;a href="https://kubernetes-sigs.github.io/external-dns/latest/">&lt;img src="https://kubernetes-sigs.github.io/external-dns/latest/docs/img/external-dns.png" alt="externaldns logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2023&lt;/p>
&lt;p>Kubernetes-native automation of DNS records in PowerDNS using Custom Resources and annotations.&lt;/p>
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MetalLB
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&lt;p>&lt;a href="https://www.cncf.io/projects/metallb/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/metallb/icon/color/metallb-icon-color.svg" alt="metallb logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2022&lt;/p>
&lt;p>Load balancer for bare-metal Kubernetes clusters. MetalLB IP address pools are managed via KRM, with IP addresses dynamically allocated from NetBox via the NetBox Operator.&lt;/p>
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Kubebuilder / controller-runtime
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&lt;p>&lt;a href="https://github.com/kubernetes-sigs/kubebuilder">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/kubernetes/icon/color/kubernetes-icon-color.svg" alt="kubernetes logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2022&lt;/p>
&lt;p>Scaffolding framework and libraries for building custom Kubernetes operators. Used to build all domain-specific operators for CNF configuration abstraction, IPAM integration, config synchronization, and DNS automation.&lt;/p>
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&lt;h3 id="other-projects">Other Projects&lt;/h3>
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PowerDNS
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&lt;p>&lt;a href="https://www.powerdns.com">&lt;img src="https://upload.wikimedia.org/wikipedia/commons/9/9e/Logo_of_PowerDNS.svg" alt="powerdns logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2023&lt;/p>
&lt;p>Authoritative DNS server supporting automation of advanced resource records (NAPTR, SRV) required for 5G/SIP via ExternalDNS.&lt;/p>
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NetBox Operator
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&lt;p>&lt;a href="https://github.com/netbox-community/netbox-operator">&lt;img src="https://raw.githubusercontent.com/netbox-community/netbox/main/docs/netbox_logo_light.svg" alt="netbox logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2024&lt;/p>
&lt;p>Kubernetes operator for IPAM integration, open-sourced by Swisscom. Brings IPAM into the Kubernetes API with a claim model inspired by PersistentVolumeClaims — dynamically allocating IP prefixes and addresses from NetBox, managing their lifecycle through Kubernetes garbage collection, and supporting sticky IPs for disaster recovery.&lt;/p>
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NetBox
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&lt;p>&lt;a href="https://github.com/netbox-community/netbox">&lt;img src="https://raw.githubusercontent.com/netbox-community/netbox/main/docs/netbox_logo_light.svg" alt="netbox logo">&lt;/a>&lt;/p>
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&lt;p>&lt;strong>Using since:&lt;/strong> 2023&lt;/p>
&lt;p>IP Address Management (IPAM) and network infrastructure modeling. Used as the IPAM backend for dynamic IP allocation across all CNFs and platform services.&lt;/p>
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&lt;h2 id="tldr-or-synopsis">TL;DR or Synopsis&lt;/h2>
&lt;p>Swisscom has built a cloud native telco platform for the end-to-end automation of its 5G standalone core network and cross-domain resource orchestration. The architecture replaces traditional imperative network management (Jenkins pipelines, Ansible playbooks) with a fully declarative, Kubernetes-native automation model driven by GitOps and the Kubernetes Resource Model (KRM).&lt;/p>
&lt;p>A mobile core development environment contains approximately 2,000 pods with over 5,000 interdependent configuration parameters across Cloud-Native Network Functions (CNFs) such as UPF, SMF, AMF, UDM, UDR, BSF, NRF, NSSF, and AUSF. Engineers express high-level intents as Kubernetes Custom Resources; custom operators dynamically assemble full configurations at runtime — fetching IP addresses from IPAM, secrets from Vault, certificates from PKI, and infrastructure details from the cluster.&lt;/p>
&lt;p>While the 5G core is the primary domain, the orchestration framework extends across multiple network domains and infrastructure services, applying the same intent-based automation patterns consistently.&lt;/p>
&lt;h2 id="organisation">Organisation&lt;/h2>
&lt;p>Swisscom is the leading Telecommunications/ISP and ICT company and offers mobile, Internet and TV products, as well as comprehensive IT and digital services to private and business customers.
Swisscom&amp;rsquo;s expertise in cloud native technologies is well-established, as evidenced by its status as a former Gold member and Management Board member of the Cloud Foundry Foundation, along with its certification for Cloud Foundry.
Additionally, Swisscom demonstrates a strong commitment to the Open-Source community, having been a CNCF Silver Member for several years and serving as a Kubernetes Certified Service Provider (KCSP) partner.
Our skilled employees have delivered numerous talks and presentations at prestigious events such as KubeCon, Cloud Native Zürich, Swiss Cloud Native Day, KCD Suisse Romande, ContainerDays.&lt;/p>
&lt;p>The company has embarked on a strategic transformation from a traditional telecom operator (&amp;ldquo;Telco&amp;rdquo;) to a technology company (&amp;ldquo;TechCo&amp;rdquo;) with 5G as a central driver.
Swisscom operates an extensive 5G Non-Standalone (NSA) network covering 99% of the Swiss population. The cloud native platform described here powers the 5G Standalone (SA) core.&lt;/p>
&lt;h2 id="teams">Teams&lt;/h2>
&lt;p>Multiple teams collaborate on this platform:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Cloud Native Resource Orchestration&lt;/strong> — creates a robust framework for orchestrating cloud-native resources such as CNFs, IPAM, Networks, DNS, Kubernetes Clusters, and more. Designs and operates GitOps pipelines, builds Kubernetes operators, and develops the management cluster UI/UX.&lt;/li>
&lt;li>&lt;strong>Mobile Cloud Native Engineering&lt;/strong> — designs, implements, and operates the cloud native 5G core platform, including GitOps pipelines, Kubernetes operators, and network function lifecycle management.&lt;/li>
&lt;li>&lt;strong>DNS Engineering&lt;/strong> — builds and operates the highly reliable cloud native DNS service underpinning the 5G core and other infrastructures.&lt;/li>
&lt;li>&lt;strong>Network Engineering&lt;/strong> — provides IPAM and Network-as-a-Service.&lt;/li>
&lt;li>&lt;strong>Platform &amp;amp; Developer Experience&lt;/strong> — manages Kubernetes clusters and builds developer tooling.&lt;/li>
&lt;/ul>
&lt;h2 id="architecture-overview--goals">Architecture overview &amp;amp; Goals&lt;/h2>
&lt;h3 id="goals">Goals&lt;/h3>
&lt;ol>
&lt;li>&lt;strong>Full GitOps for the 5G Core&lt;/strong> — Extend GitOps beyond CNF deployment to include network function configuration, certificate management, DNS record provisioning, IP address management, and testing — achieving continuous reconciliation across all layers.&lt;/li>
&lt;li>&lt;strong>Declarative, Intent-Based Configuration&lt;/strong> — Replace static, low-level configuration manifests with abstract, intent-driven Custom Resources. Engineers specify &lt;em>what&lt;/em> they want using a high level intent (e.g., &amp;ldquo;this CNF needs an IP address from a subnet in network zone A&amp;rdquo;) rather than &lt;em>how&lt;/em> to achieve it, with Kubernetes operators dynamically assembling configurations at runtime.&lt;/li>
&lt;li>&lt;strong>Automated CD&lt;/strong> — High level of automation for telco deployment rollouts. This includes rethinking Change Processes as well as building solid CI/CD/CT pipelines to ensure a highly reliable network.&lt;/li>
&lt;li>&lt;strong>In-Band with Kubernetes&lt;/strong> — Bring all automation in-band with the Kubernetes API, eliminating out-of-band tools like Jenkins pipelines and Ansible playbooks. This ensures that the Kubernetes orchestrator has full visibility and control over all resources, enabling self-healing and reconciliation.&lt;/li>
&lt;li>&lt;strong>Cloud Native DNS Service&lt;/strong> — Operate a highly reliable, geo-redundant, on-premises DNS service for the 5G core using open-source technologies (CoreDNS, PowerDNS, ExternalDNS), fully automated via GitOps and Kubernetes Custom Resources.&lt;/li>
&lt;li>&lt;strong>Contribute to the Ecosystem and Shape the Industry Discussion&lt;/strong> — Open-source key components built or contributed to during this journey (NetBox Operator, SDC, demo code) to enable other organizations to adopt similar patterns. Contribute to Meetups and Conferences in order to achieve broader success of Cloud Native adoption in the Telco Community.&lt;/li>
&lt;/ol>
&lt;h3 id="architecture-overview">Architecture overview&lt;/h3>
&lt;p>The platform is organized in three layers:&lt;/p>
&lt;p>&lt;img src="./images/swisscom-cloud-native-telco-automation-layers.svg" alt="Cloud Native Telco Automation Layers">&lt;/p>
&lt;p>The &lt;strong>Intent Layer&lt;/strong> stores high-level desired state in Git — engineers define &lt;em>what&lt;/em> they want using concise Custom Resources (e.g., a DNN configuration with hostname, region, and SNSSAI).&lt;/p>
&lt;p>The &lt;strong>Automation Layer&lt;/strong> runs on Kubernetes and continuously reconciles. Flux pulls intents from Git. Custom operators dynamically assemble full configurations by fetching IP addresses from NetBox (via the NetBox Operator) and creating connectivity in a Network-as-a-Service platform. It then pushes the KRM formatted Runtime Configuration to a Git repository for the Runtime layer to consume.&lt;/p>
&lt;p>The &lt;strong>Runtime Layer&lt;/strong> hosts the 5G core CNFs and supporting services. Flux pulls intents from Git. SDC pushes the assembled configuration to CNFs via NETCONF/gNMI. MetalLB, cert-manager, External Secrets Operator, ExternalDNS are used to configure the Workload cluster.&lt;/p>
&lt;p>&lt;img src="./images/swisscom-cloud-native-telco-automation-architecture-overview.svg" alt="Cloud Native Telco Automation Architecture Overview">&lt;/p>
&lt;h3 id="key-design-principles">Key Design Principles&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>GitOps + KRM&lt;/strong>: Git stores high-level intents; Kubernetes manages dynamic, low-level configuration assembly. This is a shared source of truth across Git and Kubernetes.&lt;/li>
&lt;li>&lt;strong>Continuous Reconciliation&lt;/strong>: Every aspect of the system is continuously reconciled against the desired state — following the four OpenGitOps principles.&lt;/li>
&lt;li>&lt;strong>Abstraction over Complexity&lt;/strong>: Engineers work with simple, high-level intents; operators handle the complex assembly.&lt;/li>
&lt;/ul>
&lt;h2 id="can-you-expand-on-why-you-are-using-those-projectsservices">Can you expand on why you are using those projects/services?&lt;/h2>
&lt;h3 id="from-gitops-to-krm">From GitOps to KRM&lt;/h3>
&lt;p>Standard GitOps tools (Flux, Argo CD) combined with Helm/Kustomize have limitations for complex telco use cases: they cannot use live Kubernetes resources as inputs during rendering, cannot invoke custom business logic during template processing, and cannot dynamically assemble configurations from multiple sources. By extending GitOps with the Kubernetes Resource Model (KRM) — Custom Resource Definitions, Custom Resources, and custom Operators — the platform achieves dynamic configuration assembly at runtime.&lt;/p>
&lt;h3 id="configuration-abstraction--dynamic-assembly">Configuration Abstraction &amp;amp; Dynamic Assembly&lt;/h3>
&lt;p>A typical 5G core configuration includes IP addresses, VLAN IDs, DNS records, NF variables, secret references, and certificate references. Previously, engineers had to know all values upfront and embed them statically. The new intent-based model inverts this. The following is an example of a DNN configuration in pseudo-yaml-code.&lt;/p>
&lt;p>On the intent layer, only a very stripped-down KRM manifest exists:&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-yaml" data-lang="yaml">&lt;span style="display:flex;">&lt;span>&lt;span style="color:#204a87;font-weight:bold">apiVersion&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">telco.swisscom.com/v1&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">kind&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">Dnn&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">spec&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">hostname&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#4e9a06">&amp;#34;gprs.swisscom.com&amp;#34;&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">ipv4&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">true&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">region&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">ch-east&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">type&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">MobileInternet&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">snssai&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000;font-weight:bold">[&lt;/span>&lt;span style="color:#0000cf;font-weight:bold">1&lt;/span>&lt;span style="color:#000;font-weight:bold">,&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#0000cf;font-weight:bold">10&lt;/span>&lt;span style="color:#000;font-weight:bold">]&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>This KRM manifest is stored in git and synced to the Management cluster using Flux. From this, the Operators in the automation layer create intermediate resources, in this case an IP Address via NetBox:&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-yaml" data-lang="yaml">&lt;span style="display:flex;">&lt;span>&lt;span style="color:#204a87;font-weight:bold">apiVersion&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">netbox.dev/v1&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">kind&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">IpAddressClaim&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">spec&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">parentPrefixSelector&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">region&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#4e9a06">&amp;#34;ch-east&amp;#34;&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.region&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">family&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#4e9a06">&amp;#34;IPv4&amp;#34;&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.ipv4&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">status&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">ipAddress&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#0000cf;font-weight:bold">1.2.3.4&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>The Automation Layer creates the following low level resources for the Runtime Layer:&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-yaml" data-lang="yaml">&lt;span style="display:flex;">&lt;span>&lt;span style="color:#204a87;font-weight:bold">apiVersion&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">config.sdcio.dev/v1alpha1&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">kind&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">Config&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">metadata&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">labels&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">config.sdcio.dev/targetName&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">ch-east &lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.region&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">config.sdcio.dev/targetNamespace&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">default&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">spec&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">priority&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#0000cf;font-weight:bold">10&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">config&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>- &lt;span style="color:#204a87;font-weight:bold">path&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">/&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">value&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">dnn&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>- &lt;span style="color:#204a87;font-weight:bold">name&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#4e9a06">&amp;#34;gprs.swisscom.com&amp;#34;&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.hostname&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">ip&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#0000cf;font-weight:bold">1.2.3.4&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from IpAddressClaim.status.ipAddress&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">snssai&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000;font-weight:bold">[&lt;/span>&lt;span style="color:#0000cf;font-weight:bold">1&lt;/span>&lt;span style="color:#000;font-weight:bold">,&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#0000cf;font-weight:bold">10&lt;/span>&lt;span style="color:#000;font-weight:bold">]&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.snssai&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">type&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">MobileInternet &lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.type&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#000">---&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">apiVersion&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">externaldns.k8s.io/v1alpha1&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">kind&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">DNSEndpoint&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline">&lt;/span>&lt;span style="color:#204a87;font-weight:bold">spec&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">endpoints&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>- &lt;span style="color:#204a87;font-weight:bold">dnsName&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#4e9a06">&amp;#34;gprs.swisscom.com&amp;#34;&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from Dnn.spec.hostname&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">recordType&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#000">A&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#204a87;font-weight:bold">targets&lt;/span>&lt;span style="color:#000;font-weight:bold">:&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>- &lt;span style="color:#0000cf;font-weight:bold">1.2.3.4&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline"> &lt;/span>&lt;span style="color:#8f5902;font-style:italic"># from IpAddressClaim.status.ipAddress&lt;/span>&lt;span style="color:#f8f8f8;text-decoration:underline">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>SDC will now sync the configuration to the 5G CNF and ExternalDNS will create the DNS records in the authoritative PowerDNS backend.&lt;/p>
&lt;h2 id="what-has-worked-well">What has worked well?&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Intent-based configuration&lt;/strong> dramatically reduced the complexity engineers face. Instead of managing thousands of interdependent parameters, they work with concise Custom Resources.&lt;/li>
&lt;li>&lt;strong>Full GitOps reconciliation&lt;/strong> across all layers (deployment, configuration, DNS, certificates, IPAM), configuration drift is detected and reverted to ensure consistency.&lt;/li>
&lt;li>&lt;strong>Custom Kubernetes Operators&lt;/strong> (built with Kubebuilder/controller-runtime) proved to be the right pattern for telco domain-specific concerns, providing full reconciliation support and native KRM integration.&lt;/li>
&lt;li>&lt;strong>The claim model for IPAM&lt;/strong> (NetBox Operator) elegantly solved dynamic IP allocation by following established Kubernetes patterns (PVC analogy).&lt;/li>
&lt;li>&lt;strong>Bringing all automation in-band with Kubernetes&lt;/strong> gave the orchestrator full visibility and control, enabling self-healing and eliminating the brittleness of out-of-band tools.&lt;/li>
&lt;li>&lt;strong>DNS resilience engineering&lt;/strong> — dedicated hackathons, chaos testing, and disaster recovery playbooks significantly improved DNS service reliability.&lt;/li>
&lt;li>&lt;strong>Cross-team collaboration&lt;/strong> on a shared platform and KRM patterns accelerated adoption across multiple network domains.&lt;/li>
&lt;/ul>
&lt;h2 id="what-has-not-worked-well">What has not worked well?&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>NETCONF as a configuration protocol&lt;/strong> introduces complexity — it requires SDC as an intermediary and prevents fully Kubernetes-native configuration. Ideally, CNF vendors would support native K8s APIs using CRs/CRDs or Secrets/ConfigMaps.&lt;/li>
&lt;li>&lt;strong>Tooling gap for KRM-based configuration assembly&lt;/strong> — no mature, community-standard Kubernetes-native tool exists for dynamic configuration hydration. Swisscom had to build custom operators to fill this gap.&lt;/li>
&lt;li>&lt;strong>GitOps+KRM auditability trade-off&lt;/strong> — with dynamically assembled configurations, not all state is visible in Git history. The team continues to explore automated intermediary Git layers.&lt;/li>
&lt;li>&lt;strong>Cumbersome vendor configuration manifests&lt;/strong> — large, monolithic configuration files from CNF vendors (with ~5,000 interdependent parameters) required significant effort to decompose into intent-based abstractions.&lt;/li>
&lt;li>&lt;strong>Telco’s imperative model and Kubernetes’ declarative approach do not align well&lt;/strong> - SDC follows the declarative paradigm, where users define the desired state and SDC determines the actions to achieve it. In contrast, NETCONF/gNMI use an imperative model that requires explicit ordered steps (“do A, then B, then C”). Translating declarative goals into imperative sequences is complex when user‑defined ordering matters, such as for firewall rules where evaluation order affects behaviour. Example: &lt;a href="https://github.com/sdcio/data-server/issues/394">Issue &amp;ldquo;Support user sorted lists&amp;rdquo;&lt;/a>&lt;/li>
&lt;/ul>
&lt;h2 id="what-sort-of-glue-have-you-had-to-develop">What sort of &amp;ldquo;glue&amp;rdquo; have you had to develop?&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Custom Kubernetes Operators&lt;/strong> — domain-specific operators for CNF configuration abstraction, config synchronization, IPAM integration, and DNS automation, all scaffolded with Kubebuilder and controller-runtime.&lt;/li>
&lt;li>&lt;strong>Configuration hydration logic&lt;/strong> — the CNF Config Operator dynamically assembles full configurations from multiple sources (NetBox, Vault, cluster environment) based on high-level intents.&lt;/li>
&lt;li>&lt;strong>SDC contributions&lt;/strong> — &lt;a href="https://github.com/search?q=org%3Asdcio+author%3Aalexandernorth&amp;amp;type=pullrequests">significant development work on SDC&lt;/a> including early testing of CNF compatibility, configuration validation, monitoring, config blame, drift detection, and NETCONF Actions support.&lt;/li>
&lt;li>&lt;strong>ExternalDNS NAPTR support&lt;/strong> — contributed &lt;a href="https://github.com/kubernetes-sigs/external-dns/pull/4212">PR #4212&lt;/a> to enable NAPTR record support for SIP phone calls.&lt;/li>
&lt;li>&lt;strong>Resilient DNS architecture&lt;/strong> — created a reference architecture and open sourced on &lt;a href="https://github.com/swisscom/cloud-native-telco/tree/main/prototypes/dns">GitHub&lt;/a>.&lt;/li>
&lt;li>&lt;strong>Headlamp plugins&lt;/strong> — &lt;a href="https://github.com/kubernetes-sigs/headlamp/pulls?q=is%3Apr+author%3Afaebr+">Custom Resource plugin&lt;/a>.&lt;/li>
&lt;/ul>
&lt;h2 id="how-did-the-architecture-evolve">How did the Architecture Evolve&lt;/h2>
&lt;h3 id="journey">Journey&lt;/h3>
&lt;p>The architecture evolved significantly from traditional imperative automation to the current declarative, KRM-based model:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Phase 1 — Ansible + Jenkins&lt;/strong>: Initial automation used Ansible playbooks triggered by Jenkins pipelines. Configuration was fire-and-forget with no continuous reconciliation.&lt;/li>
&lt;li>&lt;strong>Phase 2 — GitOps for deployment&lt;/strong>: Introduced Flux for CNF deployment, but configuration remained out-of-band via Ansible/NETCONF.&lt;/li>
&lt;li>&lt;strong>Phase 3 — Full GitOps + KRM&lt;/strong>: Extended GitOps to cover configuration, DNS, IPAM, certificates, and testing. Built custom operators and adopted SDC for config synchronization. Achieved continuous reconciliation across all layers.&lt;/li>
&lt;/ol>
&lt;h3 id="key-lessons">Key lessons&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>De facto GitOps for operators is not true GitOps&lt;/strong> — creating Helm releases in Git while configuring NFs via NETCONF out-of-band breaks the GitOps model. Bringing configuration into the Kubernetes API was essential.&lt;/li>
&lt;li>&lt;strong>Bringing everything in-band with Kubernetes&lt;/strong> enables self-healing, reconciliation, and eliminates the brittleness of out-of-band tools.&lt;/li>
&lt;li>&lt;strong>Git as the &lt;em>only&lt;/em> source of truth is insufficient&lt;/strong> — the shared source of truth model (Git for intents, Kubernetes for dynamic state) was a deliberate and necessary evolution.&lt;/li>
&lt;li>&lt;strong>Abstraction is critical&lt;/strong> — engineers cannot effectively manage 5,000+ parameters directly. Intent-based CRs with dynamic assembly significantly reduced cognitive load and errors.&lt;/li>
&lt;li>&lt;strong>Custom Kubernetes Operators&lt;/strong> are the right pattern for domain-specific concerns that existing tools cannot address.&lt;/li>
&lt;li>&lt;strong>Contribute upstream&lt;/strong> — local patches create long-term maintenance burden. Swisscom prioritizes upstream contributions (ExternalDNS, SDC, NetBox Operator) for sustainability.&lt;/li>
&lt;/ul>
&lt;h3 id="whats-next-for-your-architecture">What&amp;rsquo;s next for your architecture?&lt;/h3>
&lt;ul>
&lt;li>&lt;strong>Mature SDC Integration&lt;/strong> — Continue expanding SDC for full lifecycle management with continuous reconciliation via gNMI and NETCONF, including completion of NETCONF Actions support.&lt;/li>
&lt;li>&lt;strong>Eliminate NETCONF Dependency&lt;/strong> — Work with CNF vendors to move toward fully Kubernetes-native configuration APIs, reducing reliance on legacy telco protocols.&lt;/li>
&lt;li>&lt;strong>Advanced Dynamic Configuration Assembly&lt;/strong> — Develop more sophisticated Kubernetes operators for multi-source configuration hydration, enabling even more complex intent-based workflows across multiple network domains.&lt;/li>
&lt;li>&lt;strong>Multi-Cluster &amp;amp; Edge Expansion&lt;/strong> — Scale the architecture to additional edge locations and Kubernetes clusters while maintaining consistent GitOps-driven automation.&lt;/li>
&lt;li>&lt;strong>Community Tooling for KRM&lt;/strong> — Contribute toward a mature, Kubernetes-native tool for dynamic configuration assembly that the wider cloud native community can adopt, addressing the current gap in tooling identified during the project.&lt;/li>
&lt;li>&lt;strong>Resilience &amp;amp; Reliability&lt;/strong> — Ongoing improvements to cross-cluster redundancy, disaster recovery playbooks, chaos testing framework, and enhanced monitoring/alerting.&lt;/li>
&lt;li>&lt;strong>Observability &amp;amp; AIOps&lt;/strong> — Integrate AI-driven operations capabilities leveraging the rich telemetry data from the platform&amp;rsquo;s monitoring stack.&lt;/li>
&lt;li>&lt;strong>Cross-Domain Expansion&lt;/strong> — Extend the orchestration framework to additional network domains and infrastructure services beyond the 5G core, applying the same intent-based automation patterns consistently.&lt;/li>
&lt;/ul>
&lt;h2 id="community-contributions">Community Contributions&lt;/h2>
&lt;table>
&lt;thead>
&lt;tr>
&lt;th>Contribution&lt;/th>
&lt;th>Details&lt;/th>
&lt;/tr>
&lt;/thead>
&lt;tbody>
&lt;tr>
&lt;td>&lt;strong>NetBox Operator&lt;/strong>&lt;/td>
&lt;td>Open-sourced under &lt;a href="https://github.com/netbox-community/netbox-operator">https://github.com/netbox-community/netbox-operator&lt;/a>&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>&lt;strong>SDC Contributions&lt;/strong>&lt;/td>
&lt;td>Active contributor to the &lt;a href="https://docs.sdcio.dev/">SDC project&lt;/a> (on its path to CNCF incubation)&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>&lt;strong>KRM Demo Code&lt;/strong>&lt;/td>
&lt;td>&lt;a href="https://github.com/swisscom/containerdays-2024-krm">https://github.com/swisscom/containerdays-2024-krm&lt;/a>&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>&lt;strong>Conference Talks&lt;/strong>&lt;/td>
&lt;td>&lt;a href="https://github.com/swisscom/cloud-native-telco/">KubeCon EU, ContainerDays, Open Source Summit EU&lt;/a>&lt;/td>
&lt;/tr>
&lt;tr>
&lt;td>&lt;strong>CNCF/LFN Whitepaper&lt;/strong>&lt;/td>
&lt;td>Co-authored &lt;a href="https://github.com/lfn-cnti/bestpractices/blob/main/doc/whitepaper/Accelerating_Cloud_Native_in_Telco.md">Accelerating Cloud Native in Telco&lt;/a>&lt;/td>
&lt;/tr>
&lt;/tbody>
&lt;/table>
&lt;h2 id="discussion">Discussion&lt;/h2>
&lt;p>End user members may participate in the &lt;a href="https://github.com/cncf/tab/discussions/136">discussion thread&lt;/a> for this architecture.&lt;/p></description></item><item><title>Architectures: A modern and sovereign Private Cloud «Kubernetes Service» for Swiss-based enterprises.</title><link>https://deploy-preview-35--cncfarchitecture.netlify.app/architectures/swisscom-kubernetes-service/</link><pubDate>Wed, 04 Mar 2026 00:00:00 +0000</pubDate><guid>https://deploy-preview-35--cncfarchitecture.netlify.app/architectures/swisscom-kubernetes-service/</guid><description>
&lt;h2 id="relevant-cncf-projects">Relevant CNCF projects&lt;/h2>
&lt;div class="row row-cols-1 row-cols-md-3 mb-4">
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
Kubernetes
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/kubernetes/">&lt;img src="https://raw.githubusercontent.com/cncf/artwork/main/projects/kubernetes/icon/color/kubernetes-icon-color.svg" alt="kubernetes logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> 1.32.8 (CNIP)&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> 1.31.x - 1.34.x (SKP)&lt;/li>
&lt;/ul>
&lt;p>Kubernetes enables high availability, scalability, and performance for infrastructure, offering a centralized and policy-driven platform to manage network and service data supporting Managed Kubernetes for our cloud customers.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
KubeVirt
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/kubevirt/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/kubevirt/horizontal/color/kubevirt-horizontal-color.svg" alt="kubevirt logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v1.5.0 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>Cluster resources are constructed using KubeVirt for virtual machine abstraction of Control Plane and Worker instances.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
Kube-OVN
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/kube-ovn/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/kube-ovn/horizontal/color/kube-ovn-horizontal-color.svg" alt="kube-ovn logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v1.13.14 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>Kube-OVN is utilized as network stack of the infrastructure cluster to enable intra-cluster/east-west network communication of user clusters. It enables a policy-driven security model as well as customer network isolation using VPCs.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
MetalLB
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/metallb/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/metallb/horizontal/color/metallb-horizontal-color.svg" alt="metallb logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v0.15.3&lt;/li>
&lt;/ul>
&lt;p>MetalLB is an integral component of the infrastructure deployment process, offering automated access to the framework that provisions individual user cluster resources on bare metal Kubernetes environments.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
Container Storage Interface (CSI)
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://github.com/container-storage-interface">&lt;img src="https://github.com/cncf/artwork/raw/main/other/csi/horizontal/color/csi-horizontal-color.svg" alt="csi logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v25.06.3 (trident-csi)&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v0.4.5 (kubevirt-csi)&lt;/li>
&lt;/ul>
&lt;p>Kubevirt-CSI is the standard storage interface for persistent volumes in user clusters. Trident-CSI manages NetApp storage requests and can also be used directly to integrate with Swisscom&amp;rsquo;s File Service Kubernetes, which provides iSCSI and NFS shared storage across all Availability Zones.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
Kyverno
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/kyverno/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/kyverno/horizontal/color/kyverno-horizontal-color.svg" alt="kyverno logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v1.13.4 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>Kyverno serves as the default policy engine for infrastructure and user clusters, providing robust security constraints.
In addition to Kyverno, also Chainsaw (a Kyverno sub-project) is used for automated, declarative e2e testing.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
ArgoCD
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/argo/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/argo/horizontal/color/argo-horizontal-color.svg" alt="argo logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v3.2.0 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>ArgoCD allows us to deliver comprehensive infrastructure using a fully automated GitOps methodology.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
Helm
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/helm/">&lt;img src="https://github.com/cncf/artwork/raw/main/projects/helm/horizontal/color/helm-horizontal-color.svg" alt="helm logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v3.5.1 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>Helm automates the creation, packaging, configuration, and deployment of Kubernetes applications by creating reusable charts.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;div class="col mb-4">
&lt;div class="card h-100">
&lt;div class="card-header">
CloudNativePG
&lt;/div>
&lt;div class="card-body">
&lt;p class="card-text">
&lt;p>&lt;a href="https://www.cncf.io/projects/cloudnativepg/">&lt;img src="https://landscape.cncf.io/logos/d795f87b2810954c88802c0b4bd6b3eee5a840c32cbee7276b25831cfb09e1cd.svg" alt="cnpg logo">&lt;/a>&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Using since:&lt;/strong> 2024&lt;/li>
&lt;li>&lt;strong>Current version:&lt;/strong> v1.27.0 (CNIP)&lt;/li>
&lt;/ul>
&lt;p>CloudNativePG (CNPG) manages PostgreSQL databases in cloud-native environments. It handles the full lifecycle of highly available PostgreSQL clusters (primary/standby with native streaming replication), including declarative deployment, scaling, backups, self-healing, failover and monitoring.&lt;/p>
&lt;/p>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;/div>
&lt;h2 id="describe-your-organisation">Describe your organisation&lt;/h2>
&lt;p>Swisscom is the leading ICT company in Switzerland and offers mobile, Internet and TV, as well as comprehensive IT and digital services to private and business customers.
Swisscom&amp;rsquo;s expertise in cloud native technologies is well-established, as evidenced by its status as a former Gold member and Management Board member of the Cloud Foundry Foundation, along with its certification for Cloud Foundry.
Additionally, Swisscom demonstrates a strong commitment to the Open-Source community, having been a CNCF Silver Member for several years and serving as a Kubernetes Certified Service Provider (KCSP) partner.
Our skilled employees have delivered numerous speeches and presentations at prestigious events such as KubeCon, Cloud Native Zürich, Swiss Cloud Native Day, KCD Suisse Romande, ContainerDays, among others.&lt;/p>
&lt;p>Our next generation Private Cloud Container as a Service offering «Kubernetes Service» for the B2B market addresses customer’s need for scalable and highly available Kubernetes workload as a flexible and secure IT foundation.
It is part of our Swiss-based Enterprise Service Cloud (ESC) market channel as a sovereign, Private Cloud Kubernetes offering for effortless provisioning and usage of our customer’s container workloads.&lt;/p>
&lt;h2 id="describe-your-entity-andor-team">Describe your entity and/or team&lt;/h2>
&lt;p>The development and delivery of the new «Kubernetes Service» is done at within Swisscom&amp;rsquo;s IT-Clouds Value Stream and shared across two teams:&lt;/p>
&lt;ul>
&lt;li>Pathfinders: responsible for the Cloud Native Infrastructure Platform (CNIP).
CNIP handles the creation, delivery, and lifecycle management of the KubeVirt-based virtual machines (VMs). These VMs function as nodes for both the Control Plane and Workers. The VMs are ephemeral and can be re-created immediately in case of any failure. They are solely used to enable container-based workloads and do not act as standalone VMs.&lt;/li>
&lt;li>Guardians: responsible for the Swisscom Kubernetes Platform (SKP), which runs on top of CNIP.
It consists of the installation of Kubermatic Kubernetes Platform (KKP) for the customer tenant (environment) and the setup and support of the highly available Control Plane for any customer (user) cluster.&lt;/li>
&lt;/ul>
&lt;p>The layered approach allows Swisscom to manage technological aspects distinctly by segregating the cloud native infrastructure (managed by the Pathfinders team) from the Kubernetes platform (managed by the Guardians team).
This strategy ensures considerable flexibility, permitting each layer to be combined or integrated with other technologies in the future.&lt;/p>
&lt;p>&lt;img src="./images/kubernetes-service-team-deliverables.png" alt="Kubernetes Service is a combination of CNIP &amp;amp; SKP deliverables">&lt;/p>
&lt;h2 id="brief-overview-of-your-architecture-and-any-potential-goals-you-are-trying-to-achieve-with-it">Brief overview of your architecture and any potential goals you are trying to achieve with it?&lt;/h2>
&lt;h3 id="summary">Summary&lt;/h3>
&lt;p>Kubernetes Service is the successor to our current container offering, representing a significant shift towards a more cloud-native approach using advanced Open-Source technology.
Currently bound to a vendor-specific implementation, Swisscom has opted to employ open-source tools for the development of cloud native products for customer use. This strategy aims to minimize dependencies and mitigate the risk of vendor lock-ins.&lt;/p>
&lt;p>By adopting this architecture, Swisscom can uphold quality within the cloud native domain while maintaining a competitive pricing model due to reduced reliance on external licensing and subscription models.
Furthermore, having the ability to develop, maintain, and operate all components internally enhances our decision-making processes and strengthens our roadmap capabilities.&lt;/p>
&lt;p>Another important point is that our customers&amp;rsquo; data will always remain within Switzerland and under Swiss law. Since we fully own the platform and do not rely on any external vendors, we can confidently guarantee true data sovereignty, hosted entirely on our premises without relying on vague marketing claims. Additionally, because Swisscom is not subject to the US Cloud Act or similar foreign regulations, no non-Swiss legislation can access the data.&lt;/p>
&lt;h3 id="brief-overview-of-architecture">Brief overview of architecture&lt;/h3>
&lt;p>A simplified high-level diagram describes Kubernetes Service, including multi-tenancy and security aspects:&lt;/p>
&lt;p>&lt;img src="./images/kubernetes-service-central-infra.png" alt="Central Kubernetes Infra Cluster is used to provide customer environments/tenants based on consolidated infrastructure">&lt;/p>
&lt;p>As illustrated in the figure, two separate and independent user tenants, BLUE and RED, are established on shared resources (depicted in yellow), managed by the Kubernetes Infrastructure Cluster. The foundation for all virtual abstractions is the Consolidated Infrastructure (COI) in Swisscom’s data centers.&lt;/p>
&lt;p>Each customer-specific environment comprises a management zone (MGMT Zone) and a workload zone.
These zones address shared responsibilities, where Swisscom provides the Control Plane for each customer&amp;rsquo;s environment (illustrated in blue and orange in the next figure).&lt;/p>
&lt;p>Customers have the flexibility to deploy workloads within the workload zone independently of the management resources as required.
Furthermore, each customer is able to maintain multiple environments. This provides an alternative method for segregating workloads at the tenant level instead of the Kubernetes cluster level, thereby ensuring comprehensive isolation from the outset.&lt;/p>
&lt;p>&lt;img src="./images/kubernetes-service-isolated-envs.png" alt="Each customer environment is isolated and comprises a management zone and workload zone">&lt;/p>
&lt;h3 id="goals-and-objectives">Goals and objectives&lt;/h3>
&lt;p>One of the primary objectives of the product refresh is to offer more desired features to customers.
Compared to the current offering, enhancements include:&lt;/p>
&lt;ul>
&lt;li>Upstream Kubernetes versions with faster updates&lt;/li>
&lt;li>Node Autoscaling&lt;/li>
&lt;li>Integrated Backup functionalities&lt;/li>
&lt;li>Native Kubernetes Load Balancer&lt;/li>
&lt;li>Modern customer self-service portal&lt;/li>
&lt;li>Additional Kubernetes add-ons available via Application Catalog&lt;/li>
&lt;/ul>
&lt;p>Moreover, additional options are directly available to our customers:&lt;/p>
&lt;ul>
&lt;li>Choose from different Container Network Interfaces (CNI)&lt;/li>
&lt;li>Access persistent storage through kubevirt-csi&lt;/li>
&lt;/ul>
&lt;p>With KubeVirt providing abstraction, KVM is employed as the hypervisor on bare-metal servers. From the customer&amp;rsquo;s perspective (Customer X), the administrator of their user cluster manages all selections and abstractions shown in the figure below, enabling customers to make independent decisions, e.g. choosing a default CNI from the available options (Cilium, Canal, None).&lt;/p>
&lt;p>&lt;img src="./images/kubernetes-service-ingredients.png" alt="Ingredients of Kubernetes Service and abstraction towards user/customer">&lt;/p>
&lt;p>In addition to technical improvements, we aimed to minimise reliance on external vendors and build a truly sovereign cloud solution that can compete with Public Cloud offerings, free from outside service dependencies. Our goal is for customers to run their Kubernetes workloads in our sovereign ESC Cloud, providing a comprehensive alternative to US hyperscalers - in terms of functionality and, most importantly, data privacy.&lt;/p>
&lt;h2 id="can-you-expand-on-why-you-are-using-those-projectsservices">Can you expand on why you are using those projects/services?&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Cloud-Native Implementation&lt;/strong>:
Utilized CNCF projects and technologies to deploy a comprehensive stack consistent with a microservices-based architecture, resulting in enhanced scalability and operational agility.&lt;/li>
&lt;li>&lt;strong>Kubernetes for Orchestration&lt;/strong>:
Adopted Kubernetes to manage containerized workloads, enabling automated deployment, scaling, and resilience on management as well as user cluster level.&lt;/li>
&lt;li>&lt;strong>Kube-OVN as network layer&lt;/strong>:
With Kube-OVN as CNI on the infrastructure clusters and it&amp;rsquo;s VPC functionality, it allows customer environments to be fully segregated on a shared platform, providing maximum flexibility and strong security enforcement. It enables the teams to use familiar cloud-native development, operations, and debugging tools and skills.&lt;/li>
&lt;li>&lt;strong>KubeVirt for VM abstraction&lt;/strong>:
A high-quality, Kubernetes-native virtual machine abstraction facilitates the deployment of container-based resources on a centralized cloud-native infrastructure platform, while maintaining flexibility for future use of VM resources.&lt;/li>
&lt;li>&lt;strong>Open-Source &amp;amp; Cost Efficiency&lt;/strong>:
CNCF components deliver vendor-neutral, cost-effective solutions that are fundamental to container orchestration and observability. These open-source tools form the foundation of our sovereign cloud initiative, empowering internal teams to design customized architectures independently of third-party vendors. Utilizing CNCF technologies allows us to maintain flexibility, scalability, and comprehensive control over our cloud infrastructure, supporting our strategic objectives of autonomy and innovation.&lt;/li>
&lt;li>&lt;strong>Declarative &amp;amp; Configuration-Driven Approach&lt;/strong>:
CNCF tools align with the low-code/no-code principle by enabling declarative configuration management.&lt;/li>
&lt;/ul>
&lt;h2 id="what-has-worked-well">What has worked well?&lt;/h2>
&lt;p>The implementation has eventually lead to the product launch of Kubernetes Service in August 2025, with some strong outcomes:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Layered Architecture for Enhanced Robustness&lt;/strong>:
The integration of Cloud Native Infrastructure Platform (CNIP) and Swisscom Kubernetes Platform (SKP) forms the foundation of the new Kubernetes Service, enabling flexible handling as separate platform layers for streamlined future operations.&lt;/li>
&lt;li>&lt;strong>Vendor-Agnostic Production Platform&lt;/strong>:
By eliminating proprietary technology, a resilient and adaptable foundation has been established to host managed Kubernetes clusters within Swisscom&amp;rsquo;s Private Cloud, ensuring a high degree of flexibility and scalability, as well as privacy.&lt;/li>
&lt;li>&lt;strong>Modern Cloud-Native Foundation&lt;/strong>:
The implementation of Kubernetes to deliver managed Kubernetes clusters to end customers enables a unified cloud-native stack across all layers of responsibility, promoting consistency and efficiency.&lt;/li>
&lt;li>&lt;strong>Best Practice Design&lt;/strong>:
Collaborating with Kubermatic, a modern Kubernetes platform was designed, incorporating the latest technologies such as KubeVirt and Kube-OVN, to ensure an enterprise-ready solution for end customers.&lt;/li>
&lt;li>&lt;strong>Operational Excellence&lt;/strong>:
Equipping teams with essential cloud-native and Kubernetes expertise enhances the attractiveness of Swisscom&amp;rsquo;s tech stack to potential candidates and reinforces the company&amp;rsquo;s commitment to the Open-Source community.&lt;/li>
&lt;li>&lt;strong>Successful Internal Adoption&lt;/strong>:
The Kubernetes Service was successfully launched as Swisscom&amp;rsquo;s internal Container platform, achieving significant traction with over 60% of workloads migrated within the first 9 months of operation.&lt;/li>
&lt;/ul>
&lt;h2 id="what-has-not-worked-well">What has not worked well?&lt;/h2>
&lt;p>While the architecture delivered significant improvements, several challenges emerged during implementation:&lt;/p>
&lt;ul>
&lt;li>
&lt;p>&lt;strong>Enterprise-Readiness of Cloud Native Technologies&lt;/strong>:
Despite successful scaling in test and internal production environments, many advanced cloud-native technologies faced difficulties when deployed in enterprise-grade settings for end customers (e.g., B2B market). This highlighted the need for further refinement and testing in real-world scenarios.&lt;/p>
&lt;p>For KubeVirt, for instance, there are only limited real-world examples, best practices or reference designs available to draw upon for large-scale, production-grade business deployments. Switching fully to Kube-OVN as the main network layer also demands extra effort and is less straightforward than traditional network solutions with established production lifecycles.&lt;/p>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>Limited Support and Professional Services&lt;/strong>:
The availability of professional support, particularly 24/7, for open-source and cloud-native technologies is limited. This poses challenges for enterprises seeking to adopt these technologies and provide services with guaranteed service levels (SLAs).&lt;/p>
&lt;p>A possible solution is for more companies to provide professional support and make these services more transparent. Furthermore, the CNCF could introduce a &amp;ldquo;Certified Supporter&amp;rdquo; verification system to strengthen trust in firms that offer professional support.&lt;/p>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>Knowledge Gaps and Skills Requirements&lt;/strong>:
Adopting new technologies demands specialized knowledge and expertise. In-house engineers required additional training and support to effectively maintain and troubleshoot products built on these technologies.&lt;/p>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>Customer Acceptance and Migration Challenges&lt;/strong>:
Introducing a new platform based on modern technologies, without a proven track record in enterprise-grade deployments, required significant effort to educate customers, facilitate migration from legacy stacks, and promote the benefits of a sovereign cloud solution. This process demanded substantial resources and support to ensure a smooth transition.&lt;/p>
&lt;/li>
&lt;/ul>
&lt;h2 id="what-sort-of-glue-have-you-had-to-develop-to-enable-usage-of-your-architecture-">What sort of “glue” have you had to develop to enable usage of your architecture ?&lt;/h2>
&lt;p>The reference architecture provides a strong foundation, making it practical and easy to use. The below elements were designed to simplify adoption, improve usability, and ensure seamless interaction across layers acting as the &amp;ldquo;glue&amp;rdquo;:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Unified Abstraction APIs&lt;/strong>: Developed APIs (Open Service Broker spec) that hide complexity and provide a consistent interface for orchestration and other consuming Operational Support Systems (OSS).&lt;/li>
&lt;li>&lt;strong>Advanced Routing Functionality&lt;/strong>: In order to integrate the customer environments into the Swisscom Core Network (MPLS), we developed and implemented our own concept of edge routers using BGP on FRRouting pods. This custom solution supports NAT, Fail-over (VRRP) as well as north-south firewalling (traffic from/to customer environments). These router pods are managed by an operator and configured with custom resource definitions.&lt;/li>
&lt;li>&lt;strong>Policy Integration Layer&lt;/strong>: Built operators to dynamically apply and manage Kyverno policies across different stages without requiring deep technical intervention.&lt;/li>
&lt;li>&lt;strong>Firewall Management&lt;/strong>: Implemented operators and API endpoints to allow customers to manage firewall rules on the SDN layer of the KubeVirt infrastructure, via Kube-OVN network policies.&lt;/li>
&lt;li>&lt;strong>Workflow Orchestration Logic&lt;/strong>: Developed and implemented the entire platform orchestration logic and automated pipelines from bottom-up.&lt;/li>
&lt;li>&lt;strong>Commandline tooling&lt;/strong>: Various commandline tools for human operators to manage and control the entire platform and all parts of it with ease.&lt;/li>
&lt;li>&lt;strong>Testing &amp;amp; Fine-tuning&lt;/strong>: With limited experience in large-scale bare-metal Kubernetes deployments, we had to do a lot of testing, validation and fine-tuning. We had to make sure, that the platform scales properly with more workloads being migrated every day.&lt;/li>
&lt;/ul>
&lt;h2 id="has-your-architecture-evolved-what-lessons-have-you-learned-from-previous-iterations">Has your architecture evolved? What lessons have you learned from previous iterations?&lt;/h2>
&lt;p>Our architecture and product have undergone significant evolution through iterative development, driven by customer feedback and emerging requirements.&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Iterative Development Approach&lt;/strong>:
We began by establishing foundational layers and meeting the needs of our internal Swisscom customers. Subsequent iterations introduced advanced features for end customers, incorporating feedback from both internal and external stakeholders.&lt;/li>
&lt;li>&lt;strong>Continuous Improvement and Feedback Loop&lt;/strong>:
Each iteration allowed us to gather valuable insights and add new functionalities, refining our product and enhancing customer satisfaction.&lt;/li>
&lt;li>&lt;strong>Steep Learning Curve and Expertise Development&lt;/strong>:
As we ramped up the product, our teams faced a significant learning curve, developing essential expertise and professionalizing DevOps processes to ensure seamless operation.&lt;/li>
&lt;li>&lt;strong>Strategic Partnerships and Support&lt;/strong>:
Our collaboration with Kubermatic enabled us to leverage professional support for key components, including KubeVirt and Kube-OVN, ultimately maturing our production platform and solidifying its readiness for enterprise-grade deployments.&lt;/li>
&lt;/ul>
&lt;p>Through this iterative process, we&amp;rsquo;ve gained valuable lessons and refined our architecture to better meet the needs of our customers, while developing the expertise and partnerships necessary to drive continued success.&lt;/p>
&lt;h3 id="outcome">Outcome&lt;/h3>
&lt;p>By embracing open-source and cloud native technologies, Swisscom successfully created a sovereign cloud solution, modernizing its container offering while reducing vendor lock-in and providing advanced features to customers. The new «Kubernetes Service» demonstrates the power of cloud native architectures in creating flexible, scalable, and cost-effective solutions for enterprise-grade services, all while ensuring true data sovereignty and regulatory compliance. This approach positions Swisscom as a leader in sovereign cloud solutions, offering Swiss (and European) customers a trusted alternative to global hyperscalers.&lt;/p>
&lt;h2 id="whats-next-for-your-architecture-what-are-you-looking-to-do-next">What’s next for your architecture? What are you looking to do next?&lt;/h2>
&lt;p>Building on the success of our proven reference architecture, which now supports both internal and external customer workloads in production, we&amp;rsquo;re focused on expanding and enhancing our offerings:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Hybrid Cloud Expansion and Multi-Cloud Flexibility&lt;/strong>:
We&amp;rsquo;re working to enable seamless public cloud deployments, complementing our existing Swiss-based data centers and strengthening hybrid cloud use cases.&lt;/li>
&lt;li>&lt;strong>Edge Cloud Support&lt;/strong>:
With cloud sovereignty in mind, we are developing a «Kubernetes Service On-Prem» extension that will deliver the Private Cloud product on a Cloud Edge Stack at customer premises, enabling an autonomous instance of our Kubernetes Service. This is currently in development with an interested customer.&lt;/li>
&lt;li>&lt;strong>GPU-Enabled Workloads and Emerging Technologies&lt;/strong>:
Next, we&amp;rsquo;ll be integrating GPU support and exploring other emerging technologies to unlock new possibilities for compute-intensive applications.&lt;/li>
&lt;li>&lt;strong>Customer-Driven Features and Enhancements&lt;/strong>:
We&amp;rsquo;re committed to delivering additional features and functionalities requested by our customers, further enriching our platform and services.&lt;/li>
&lt;li>&lt;strong>Simplified Onboarding and Resource Optimization&lt;/strong>:
To improve efficiency and resource utilization, we&amp;rsquo;ll be introducing a shared cluster concept, allowing for more flexible and efficient use of our bare-metal infrastructure.&lt;/li>
&lt;li>&lt;strong>Exploring New Use Cases - VM Workloads&lt;/strong>:
We&amp;rsquo;re also investigating the possibility of hosting classical VM workloads on our Cloud Native Infrastructure Platform (CNIP), expanding the platform&amp;rsquo;s use cases beyond container-based workloads and further increasing its versatility.&lt;/li>
&lt;/ul>
&lt;p>By pursuing these initiatives, we aim to continue delivering value to our customers, drive innovation, and grow our architecture and services to meet evolving needs.&lt;/p>
&lt;h2 id="discussion">Discussion&lt;/h2>
&lt;p>End user members may participate in the &lt;a href="https://github.com/cncf/tab/discussions/134">discussion thread&lt;/a> for this architecture.&lt;/p></description></item></channel></rss>