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.

Date of Patent:
Jul. 14, 2020

Filed:

Sep. 29, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eun Kyung Lee, Yorktown Heights, NY (US);

I-Hsin Chung, Yorktown Heights, NY (US);

Yoonho Park, Yorktown Heights, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2455 (2019.01); G06F 16/215 (2019.01); G06F 16/28 (2019.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06F 16/24556 (2019.01); G06F 16/215 (2019.01); G06F 16/285 (2019.01); G06F 17/18 (2013.01);
Abstract

A data-centric reduction method, system, and computer program product include configuring a similarity threshold and a correlation threshold for an entire data set from at least two back-end nodes, reducing the entire data set to a reduced data set from the at least two back-end nodes sent to a front-end node by removing data based on the similarity threshold and the correlation threshold, and after the front-end receives the reduced data set, reconstructing the entire data set from the reduced data set using the similarity threshold and correlation threshold.


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