US Patent Application 17726308. SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY DATA STATISTIC VALIDATION simplified abstract
SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY DATA STATISTIC VALIDATION
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 STATISTIC VALIDATION - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 17726308 Titled 'SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION BY DATA STATISTIC VALIDATION'
Simplified Explanation
The abstract describes methods and systems for managing data collection. A data aggregator is used to predict the future operation of data collectors by using inference models. To validate these predictions, the data aggregator compares a reduced-size representation of a series of measurements to a complementary data statistic based on the predictions. If the complementary data statistic is accurate, the data aggregator stores the predictions as validated data and operates as if it has access to the actual measurements. This allows the system to transmit less data, consume less network bandwidth, and consume less energy in a distributed system.
Original Abstract Submitted
Methods and systems for managing data collection are disclosed. To manage data collection, a system may include a data aggregator. The data aggregator may utilize inference models to predict the future operation of data collectors. To validate these inferences, the data aggregator may compare a data statistic (a reduced-size representation of a series of measurements) to a complementary data statistic based on a set of inferences. If the complementary data statistic is determined accurate, the data aggregator may store the inferences as validated data and operate as though it has access to the measurements from the data collector. By doing so, the system may be able to transmit less data, consume less network bandwidth, and consume less energy throughout a distributed system.
