CPC G06F 11/3082 (2013.01) [G06F 11/3006 (2013.01); G06F 11/3075 (2013.01)] | 20 Claims |
1. A method for managing data collection in a distributed environment where data is collected in a data aggregator of the distributed environment and from a data collector operably connected to the data aggregator via a communication system, the method comprising:
obtaining, by the data aggregator, a portion of validated data, the portion of validated data increases a duration of a time series relationship represented by the validated data;
making a determination, by the data aggregator, that a data trend in the validated data has occurred based at least in part on the portion of the validated data and a sensitivity of a consumer of the validated data, the sensitivity of the consumer being based on a change in operation of the consumer which is keyed to a characteristic of the time series relationship;
obtaining, by the data aggregator, an updated threshold based on the data trend, the updated threshold being likely to increase a rate of data transmission from the data collector to the data aggregator;
enforcing, by the data aggregator, the updated threshold on a data collector associated with the portion of the validated data.
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