Circllhist -- A Log-Linear Histogram Data Structure for IT Infrastructure Monitoring
January 17, 2020 Β· Declared Dead Β· π 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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