US Patent Application 17726040. SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY DATA RECONSTRUCTION simplified abstract
Contents
SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY 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 DATA RECONSTRUCTION - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 17726040 Titled 'SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY DATA RECONSTRUCTION'
Simplified Explanation
The abstract describes methods and systems for managing data collection. A system is proposed that includes a data aggregator and a data collector. Both the data aggregator and data collector use identical copies of a twin inference model to predict the future operation of the data collector. To reduce the amount of data transmitted, the data collector only sends the difference to the data aggregator. The data aggregator then reconstructs the data using the difference received from the data collector and an inference generated by its own copy of the twin 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 and data collector may utilize identical copies of a twin inference model to predict the future operation of the data collector. To minimize data transmission, the data collector may transmit a difference to the data aggregator. The data aggregator may reconstruct data from the data collectors using the difference from the data collector, and an inference generated by the copy of the twin inference model hosted by the data aggregator.
