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arXiv 2001.06561cs.DS
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用于IT基础设施监测的对数线性直方图数据结构--Circlhist

Circllhist -- A Log-Linear Histogram Data Structure for IT Infrastructure Monitoring

Heinrich Hartmann, Theo Schlossnagle

摘要:

圆直方图是一种快速且存储器高效的数据结构,用于汇总大量延迟测量结果。它特别适合于IT基础设施监控中的应用,并提供纳秒级的数据插入,完全合并,准确的分位数近似值以及相对误差的先验界限。开源实现可用于C/lua/python/Go/Java/JavaScript。

英文摘要:

The circllhist histogram is a fast and memory efficient data structure for summarizing large numbers of latency measurements. It is particularly suited for applications in IT infrastructure monitoring, and provides nano-second data insertion, full mergeability, accurate approximation of quantiles with a-priori bounds on the relative error. Open-source implementations are available for C/lua/python/Go/Java/JavaScript.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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