Patent ID: 9679243
Date: 2017-06-13
CPC Classifications: G06N

Claim:
1. A system for monitoring usage of a computing platform, the system comprising memory and associated processing circuitry configured as: a data ingester that collects time-based data of a computing platform, wherein the time-based data comprises operational data collected for the computing platform and includes data of a plurality of data types, and wherein different types of the data among the plurality of data types may have a common timescale or have different timescales; a set of motif identifier modules, wherein each motif identifier is configured to apply a machine learning process within one timescale of the data and output a motif signal, the set of motif identifier modules comprising a raw motif identifier module that operates on data in a base timescale, at least one motif identifier module that operates on data from a substantially weekly timescale, at least one motif identifier that operates on data from a substantially yearly timescale; a set of data samplers, wherein a data sampler of one timescale couples a sampled data output to at least one motif identifier of the same timescale; and a neural network model that includes feature inputs of at least one layer coupled to the motif signal outputs, a combined motif layer, and including at least one output signal of the operational status of the computing platform the operational status selectively indicating normal operation or anomalous operation of the computing platform.