Communication-efficient distributed monitoring of thresholded counts
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United States of America Patent
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Jun 22, 2010
Grant Date -
Dec 13, 2007
app pub date -
Jun 9, 2006
filing date -
Jun 9, 2006
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Abstract
A system, method, and computer program product for distributed monitoring of local thresholds at each of a number of monitoring nodes and initiating communication only after the locally observed data exceeds the local threshold. Both static thresholds and adaptive thresholds are considered. In the static case, a combination of two alternate strategies for considering thresholds minimizes communication overhead. In the adaptive case, local thresholds are adjusted based on the observed distributions of updated information in the distributed monitoring system. Both approaches yield significant savings over the naïve approach of performing processing at a centralized location.
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