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

January 17, 2020 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Heinrich Hartmann, Theo Schlossnagle arXiv ID 2001.06561 Category cs.DS: Data Structures & Algorithms Citations 3 Venue arXiv.org Last Checked 4 months ago
Abstract
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.
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