Choose between OTel Collector agent and gateway deployment patterns

domain: opentelemetry.io · 6 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed

Verified steps

  1. Use the agent pattern (DaemonSet or sidecar) when you need locality: collecting host metrics, scraping local endpoints, or minimising network hops from your workload to the Collector
  2. Use the gateway pattern (centralised Deployment behind a load balancer) when you need shared processing: tail sampling, cross-service enrichment, fan-out to multiple backends, or policy enforcement at a single chokepoint
  3. For most production environments combine both: agents collect and lightly buffer, forwarding over OTLP to a gateway tier that batches, samples, and exports
  4. Configure agents with smaller batch sizes (timeout: 200ms, send_batch_size: 512) and short queue sizes to keep per-node memory low; configure gateways with larger batch sizes and deeper queues for throughput
  5. In Kubernetes deploy agents as a DaemonSet so each node has exactly one agent; deploy gateway as a Deployment (2+ replicas) fronted by a ClusterIP Service or an L7 gRPC-aware load balancer
  6. Instrument agent config with health_check and zpages extensions; instrument gateway with the same plus pprof for profiling under load

Known gotchas

Related routes

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