Real time analytics using hybrid histograms

Image analysis – Histogram processing

Reexamination Certificate

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Details

C706S053000

Reexamination Certificate

active

07826663

ABSTRACT:
A system, method and program product for processing a stream of data events using hybrid histograms. A system is provided that includes: a hybrid histogram that provides a running statistical summary of the stream of data events, wherein the hybrid histogram includes a plurality of percentile ranges, a set of boundary values that separate the percentile ranges, and a count associated with each of the percentile ranges; a histogram processing system for identifying a percentile range from the plurality of percentile ranges into which a new data event value falls, and for incrementing the count associated with the identified percentile range; a periodic boundary recalculation system for periodically recalculating the boundary values such that each percentile range includes a substantially similar number of associated counts; and an analysis system that analyzes the hybrid histogram.

REFERENCES:
patent: 7617172 (2009-11-01), Ramsey et al.
patent: 2005/0083419 (2005-04-01), Honda et al.
patent: 2007/0031059 (2007-02-01), Achong et al.

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