US Patent Application 17726268. SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY INFERENCE OPTIMIZATION AND DATA RECONSTRUCTION simplified abstract
SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY INFERENCE OPTIMIZATION AND DATA RECONSTRUCTION
Organization Name
Inventor(s)
Ofir Ezrielev of Be'er Sheva (IL)
Jehuda Shemer of Kfar Saba (IL)
SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY INFERENCE OPTIMIZATION AND DATA RECONSTRUCTION - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 17726268 Titled 'SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY INFERENCE OPTIMIZATION AND DATA RECONSTRUCTION'
Simplified Explanation
This abstract describes methods and systems for managing data collection. The system includes a data aggregator and a data collector. The data aggregator uses complex inference models to predict the future operation of the data collector, while the data collector uses simpler inference models. The data collector can access inferences from the complex models by obtaining the difference between complex and simple inferences from the data aggregator and locally reconstructing the complex differences. To reduce data transmission, the data collector sends a data difference (a smaller representation of a measurement) to the data aggregator using the reconstructed complex inferences. The data aggregator can then reconstruct the data from the data collectors using the data difference from the data collector and inferences from the complex inference model.
Original Abstract Submitted
Methods and systems for managing data collection are disclosed. To manage data collection, a system may include a data aggregator and a data collector. The data aggregator may utilize complex inference models to predict the future operation of the data collector, while the data collector may host simpler inference models. The data collector may access inferences from the complex models by obtaining a difference between complex and simple inferences from the data aggregator and locally reconstructing the complex differences. To reduce data transmission, the data collector may transmit a data difference (e.g., a reduced-size representation of a measurement) to the data aggregator using the reconstructed complex inferences. The data aggregator may reconstruct data from the data collectors using the data difference from the data collector and inferences from the complex inference model.
