10 Trillion Samples a Day: Scaling Beyond Traditional Monitoring Infrastructure at Databricks
Databricks2709 字 (约 11 分钟)
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Databricks built Pantheon, a custom TSDB based on Thanos, to handle 10 trillion daily samples and 5B active time series, solving scalability, cost, and cardinality challenges across 70+ cloud regions using tiered storage and lakehouse integration.
入选理由：自研Pantheon基于Thanos改造，支撑每日10万亿样本与50亿活跃时序，降低云成本数百万美元。
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