METHOD AND APPARATUS FOR PROVIDING ORDERED SETS OF ARBITRARY PERCENTILE ESTIMATES FOR VARYING TIMESPANS

摘要

A method includes interpreting a number of distributed data sets including resource utilization values corresponding to a plurality of distributed hardware resources, creating an approximation of a number of distributions corresponding to the distributed data set, aggregating the created approximations, and the aggregating includes weighting values determined from each of the distributed data sets, such that the aggregated approximations are representative of the distributed data sets. The method further includes creating a number of polynomial terms in response to the created approximations, thereby providing a utilization profile, and solving for a utilization percentile value within the aggregated approximations, where the solving is performed without reference to the distributed data set.