Importance

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Abstract

A persistent flow provides a contract for delivering certain measures in a format which can be interactively analyzed along certain dimensions. It defines how a large number of metrics packages may be transformed into one or more hypercubes within a datamart. In particular a Carrier IQ persistent flow defines the dimensions along which key performance indicators may be displayed interactively in at least one dashboard with analytic tool controls. A persistent flow is stateful to incrementally process metrics packages over multiple collection periods which are not correlated with the times the metrics are recorded at the device. A flow defines the measures to be derived from metrics and the attributes of the measures of interest in a study. A flow defines enrichments that may be determined by examining measures from apparently independent sources and uses reference files to decode status records. A persistent flow provides an up-to-date view in the datamart by being run on a regular schedule to combine the most recently received data with previous intermediate results, thereby improving performance and avoiding staleness.

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First Claim