US Patent Application 17726182. SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION IN DYNAMIC SYSTEMS simplified abstract

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SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION IN DYNAMIC SYSTEMS

Organization Name

Dell Products L.P.


Inventor(s)

Ofir Ezrielev of Be'er Sheva (IL)


Jehuda Shemer of Kfar Saba (IL)


SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION IN DYNAMIC SYSTEMS - A simplified explanation of the abstract

  • This abstract for appeared for US patent application number 17726182 Titled 'SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION IN DYNAMIC SYSTEMS'

Simplified Explanation

This abstract describes methods and systems for managing data collection in a distributed system. The system includes a data aggregator and data collectors. The data aggregator uses an inference model to predict data based on future measurements by the data collectors, even without access to the actual measurements. The data collectors are mobile and can be directed by the data aggregator to different locations. The aggregator selects paths for the data collectors based on factors such as the level of uncertainty in predictions, the sensitivities of downstream consumers to the collected data, and other relevant information. The paths selected by the aggregator can vary over time to achieve different goals.


Original Abstract Submitted

Methods and systems for managing data collection in a distributed system are disclosed. To manage data collection, the system may include a data aggregator and a data collector. The data aggregator and may utilize an inference model to predict data based on future measurements performed by data collectors throughout a distributed system without having access to the measurements. The data collectors may be mobile, and the data aggregator may direct the data collectors to various locations. To select paths for the data collectors to follow, the aggregator may utilize the level of uncertainty in predictions, the sensitivities in ranges of data to downstream consumers of the data collected by the data collectors, and/or other types of information. The data aggregator may select the paths for varying goals over time.