Ross ROSS = Recommend OSS · open-source software intelligence for agents

kubeedge/kubeedge

Kubernetes Native Edge Computing Framework (project under CNCF) observed · 2026-08-28

github.com/kubeedge/kubeedge · homepage · Go · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

97/100

  • Activity 99
  • Release rhythm 93
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 2896
  • days_rel: 49
  • days_push: 7
  • n_releases_24m: 22

Full methodology

Adoption not part of the score

7558 stars · 1998 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

KubeEdge is a CNCF-graduated open-source framework built on Kubernetes that extends containerized application orchestration and device management to edge hosts. It consists of cloud and edge components providing networking, application deployment, metadata synchronization, and MQTT-based device access between cloud and edge.

Use cases

  • manage edge devices and applications from a Kubernetes cluster
  • run containerized workloads on resource-constrained edge nodes
  • keep edge applications running autonomously when the cloud connection is offline
  • connect IoT devices to edge nodes over MQTT
  • process data locally at the edge to reduce latency and bandwidth costs
  • deploy machine learning and image recognition apps to edge locations
  • synchronize metadata and status between cloud and edge over unstable networks

When to choose

  • you need Kubernetes-native orchestration extended to edge or remote sites
  • you manage fleets of edge nodes with intermittent cloud connectivity
  • you need CRD-based IoT device management with MQTT support
  • you want a lightweight agent for resource-constrained edge hardware
  • you want a mature, CNCF-graduated project with active releases

When to avoid

  • you only need a plain cloud Kubernetes cluster with no edge nodes
  • your edge devices cannot run containers or a Kubernetes-compatible agent
  • you need a fully managed edge platform rather than self-operated infrastructure
  • your workloads are tiny single-board deployments where even a lightweight agent is too heavy

Facets

framework · maturity stable

container-orchestration iot networking deployment microservices iot cloud-computing embedded-systems go cloud self-hosted edge-computing kubernetes mqtt cloud-edge device-management cncf edge-nodes offline-autonomy containers devops linux docker

9 sources

Member repositories

RepositoryRoleHealth v2
kubeedge/kubeedgemain97

For agents

markdown · JSON · MCP: product_card(name="kubeedge/kubeedge")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem