SIGNALInfrastructure Software·May 24, 2026, 3:00 PMSignal55Short term

How Jaeger hit 8.6× compression on 10 million spans with ClickHouse

Source: The New Stack

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How Jaeger hit 8.6× compression on 10 million spans with ClickHouse

As someone who’s been maintaining Jaeger, I’ve watched users request ClickHouse support consistently over the past few years. With Jaeger The post How Jaeger hit 8.6× compression on 10 million spans with ClickHouse appeared first on The New Stack .

Why this matters
Why now

The continuous growth of cloud-native ecosystems and the increasing volume of telemetry data necessitate more efficient storage and analysis solutions, making advancements in database integration for observability tools critical.

Why it’s important

This development allows for significantly more efficient long-term storage and analysis of distributed tracing data, reducing infrastructure costs and improving the performance of observability platforms.

What changes

The ability of distributed tracing tools like Jaeger to integrate with high-performance analytical databases fundamentally changes how organizations can manage and derive insights from vast amounts of operational data.

Winners
  • · Cloud Native Ecosystem
  • · Observability software providers
  • · Organizations with complex microservices architectures
  • · ClickHouse
Losers
    Second-order effects
    Direct

    Jaeger users can store significantly more tracing data for longer periods at reduced cost due to improved compression.

    Second

    Enhanced observability capabilities lead to faster debugging and resolution of production issues in complex distributed systems.

    Third

    The reduced cost of data retention could encourage more widespread adoption of advanced observability practices across industries, further accelerating the growth of cloud-native infrastructure.

    Editorial confidence: 90 / 100 · Structural impact: 30 / 100
    Original report

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