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Abstract

Methods, systems, articles of manufacture and apparatus to control data acquisition settings in edge-based deployments are disclosed. An example apparatus includes a model generator to transform sensor data to variance data, and differentiate the variance data to generate variance rate of change data. The example apparatus also includes a model analyzer to determine subsets of the variance rate of change data associated with respective data acquisition settings, determine a count of data points corresponding to the rate of change data, and determine an interval spacing value based on the count of the data points and a number of subsets of the variance rate of change data. The example apparatus also includes a solution identifier to calculate candidate solutions at respective ones of the data points corresponding to the interval spacing value, respective ones of the candidate solutions corresponding to respective data acquisition settings of a data acquisition system, and select one of the candidate solutions satisfying an operational threshold of the data acquisition system.

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First Claim