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ByteDance Cloud Native
ByteDance Cloud Native
Mar 27, 2024 · Cloud Native

How ByteDance Optimized Its Metrics Agent for 70% CPU Savings

This article details how ByteDance's cloud‑native observability team tackled performance bottlenecks in their metricserver2 Agent—reducing memory copies, merging tiny packets, applying SIMD for tag parsing, and switching compression libraries—to cut CPU usage by over 10% and memory usage by nearly 20% while handling petabyte‑scale metric data.

C++ObservabilitySIMD
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How ByteDance Optimized Its Metrics Agent for 70% CPU Savings