SREDAY

Site Reliability, DevOps and Cloud

April 11, 2025 San Francisco, CA, USA

1
Days
16+
Speakers
2
Tracks
100
Attendees

Streamlining Telemetry Data: Building a Telemetry Pipeline to Handle High-Cardinality Metrics

Tucker Callaway
Mezmo

Handling high-cardinality telemetry data efficiently is crucial for modern observability systems. In this session, we will explore strategies for designing a scalable telemetry pipeline that can process large volumes of diverse metrics without performance bottlenecks. We’ll cover best practices for data ingestion, storage optimization, and query performance, along with real-world techniques to mitigate challenges like high dimensionality and resource constraints. Attendees will gain insights into building a robust telemetry pipeline that balances accuracy, efficiency, and cost-effectiveness.

Tucker Callaway is the CEO of Mezmo. He has more than 20 years of experience selling enterprise software, with an emphasis on developer and DevOps tools. He drives Mezmo's growth across all revenue streams and creates the foundation for future revenue streams and go-to-market strategies. Tucker joined Mezmo, previously known as LogDNA, in January 2020 as President and CRO and took the torch as CEO six months later.

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