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k3s at the Edge: RK3588 as Kubernetes Nodes

“Edge Kubernetes” sounds like overkill until your edge services pass ten. Then k3s stops being a toy and becomes infrastructure.

Three-node results

  • Cluster: 1 server + 2 agents, all RK3588;
  • Footprint: k3s idles at ~512 MB RAM per node;
  • Scheduling: pod drift and self-healing work; services migrate within 90 s of a node power cut;
  • Storage: Longhorn on NVMe delivers usable performance.

Who it’s for

Multi-box store deployments, factory service pools, lab emulation. Hobbyists should stay with Docker Compose; the moment you need service-level HA, a RK3588 cluster is the most serious option in a four-figure-RMB budget.

Related products: rp01a-rk3588s-5d32, m-rk3588s-core. Manuals, firmware and SDKs are in the Hugsun Documentation Center; contact us via the website for volume / ODM programs.

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  • Sample / evaluation board support
  • ODM / OEM customization