EFFICIENT TIME-SERIES HISTOGRAMS

摘要

A method for constructing histograms may include receiving a set of data values, wherein the data values are two-dimensional or three-dimensional and the data values contain at least one measurement over time; creating a plurality of bins in memory, wherein the plurality of bins are log-linear bins using 2 significant digits base 10; creating a zero bin representing the number 0; placing non-zero numbers of the set of data values into the plurality of bins; and generating one or more histograms using the bins.

主权项

1. A method for constructing histograms comprising:
receiving, by one or more processors, a set of data values, wherein the data values are two-dimensional or three-dimensional and the data values contain at least one measurement over time; creating, by the one or more processors, a plurality of bins in memory, wherein the plurality of bins are log-linear bins using 2 significant digits base 10; creating, by the one or more processors, a zero bin representing the number 0; placing, by the one or more processors, non-zero numbers of the set of data values into the plurality of bins; and generating, by the one or more processors, one or more histograms using the bins.