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:
Dec. 20, 2022
Filed:
Aug. 19, 2020
Applicant:
Technion Research & Development Foundation Limited, Haifa, IL;
Inventors:
Oded Shmueli, Nofit, IL;
Rojeh Hayek, Nazareth, IL;
Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2453 (2019.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24545 (2019.01); G06F 16/24556 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract
A method comprising: receiving a plurality of pairs of queries associated with a database, wherein the queries in each pair in the plurality of pairs of queries have an identical FROM clause; at a training stage, training a machine learning model on a training set comprising: (i) the plurality of pairs of queries, and (ii) labels associated with containment rates between each of the pairs of queries over the database; and at an inference stage, applying the trained machine learning model to a pair of target queries, to estimate containment rates between the target pair of queries over the database.