The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 12, 2021
Filed:
Nov. 27, 2018
International Business Machines Corporation, Armonk, NY (US);
Toshiyuki Yamane, Kanagawa-ken, JP;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
A system for enhancing speed and power operation of a sensor network is provided. The system includes an edge section disposed at an edge location and including a reservoir layer placed at the edge location. The reservoir layer has a set of reservoir nodes for performing edge computing by compressing time-series data by reducing a dimensionality of the time-series data using a random projection method. The compression of the time-series data reduces spatial redundancy and preserves a structure of the time-series data. The system further includes a datacenter section disposed at a datacenter location and including an output layer placed at the datacenter location. The output layer has a set of output nodes connected to the set of reservoir nodes for reconstructing the time-series data from the compressed time-series data, thereby enhancing speed and power operation of the sensor network.