OpenTelemetry & Tempo

OpenTelemetry & Tempo Performance Monitoring

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Description:

This dashboard provides comprehensive observability into the performance and health of key components within an OpenTelemetry and Tempo tracing pipeline.

For OpenTelemetry, it covers essential telemetry pipeline stages, including:

  • Receivers: Track ingestion performance and data throughput.

  • Processors: Monitor the efficiency and latency of processors like batch and memory limiter.

  • Exporters: Visualize export success rate and performance to backend systems.

  • Tail Sampling Processor: Gain insights into the sampling decision performance and dropped spans.

For Tempo, the dashboard includes detailed metrics on:

  • Querier: Monitor query latency, throughput, and cache hit/miss rates.

  • Writer: Track write operations, latency, and error rates.

  • Cache: Observe cache utilization and efficiency.

  • Blocks: Visualize block compaction, size, and retention metrics.

  • Metrics Generator: Display metrics related to trace-to-metrics generation.

This dashboard is designed to help users quickly identify bottlenecks, optimize pipeline performance, and ensure the reliability of their distributed tracing infrastructure.

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