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Best Practices

Insight uses standard OTel technology and the standard OTLP protocol, which is compatible with any observability data conforming to OTLP. This page lists best practices for the observability module, covering observability technology integration, data storage and performance, and troubleshooting.

Technology Integration

  • :material-exchange:{ .lg .middle } Receive SkyWalking Trace Data with Zero-Code OpenTelemetry


    Seamlessly integrate SkyWalking Agent trace data.

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  • Integrate Nginx Ingress Trace Tracking


    Enable full-link observability for gateway traffic.

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  • Integrate DeepFlow


    Complement application observability with eBPF-based zero-intrusion collection.

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Data Storage and Performance

  • Persisting Insight Grafana Data to a Database


    Persistence for custom dashboards.

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  • Kafka + Elasticsearch Stream Architecture for Large-Scale Logs


    Architecture adjustment for large-scale log deployment.

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  • VictoriaMetrics Resource Planning


    Capacity and resource configuration for VM storage components.

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  • About Trace Sampling and Configuration


    Tail-based sampling to balance cost and troubleshooting value.

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Troubleshooting

  • Log Collection Troubleshooting Guide


    Diagnostic approach and steps for log collection issues.

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  • Trace Collection Troubleshooting Guide


    How to troubleshoot missing or abnormal trace data.

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  • Troubleshooting Service Issues with Insight


    Rapidly locate application issues using metrics, logs, and traces.

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