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model-registry: Cache Architecture

Controller-runtime cache configuration controls which Kubernetes resources are cached in-memory. Misconfigured caches (cluster-wide watches on high-cardinality types without filters) are a primary cause of operator OOM kills.

Cache Architecture

Manager Configuration

Property Value
Manager file cmd/controller/main.go
Cache scope cluster-wide
DefaultTransform no
Memory limit 128Mi

Issues

  • No GOMEMLIMIT set in deployment (Go GC cannot pressure-tune)
  • No cache configuration: all informers are cluster-wide (OOM risk)
  • Type InferenceService is watched but has no cache filter (cluster-wide informer)