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:
Sep. 03, 2024

Filed:

Jun. 28, 2018
Applicant:

Atscale, Inc., San Mateo, CA (US);

Inventor:

Dianne Wood, Cupertino, CA (US);

Assignee:

AtScale, Inc., Boston, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 9/44 (2018.01); G06F 16/21 (2019.01); G06F 16/28 (2019.01); G06F 16/84 (2019.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06F 16/212 (2019.01); G06F 16/289 (2019.01); G06N 5/04 (2013.01);
Abstract

Techniques are presented for generating semantic layers that are used to facilitate data analyses of subject datasets. The semantic layers are generated from data analysis configurations that characterize analysis environments pertaining to the subject datasets rather than from subject dataset metadata that is associated with the subject datasets. Data analysis attributes are extracted from configuration content objects that codify the data analysis configurations. A set of rules are accessed to facilitate mapping of the data analysis attributes to semantic model metadata that constitute the semantic layers. Some of the generated semantic layers comprise virtual data models. The virtual data models and/or recommendations associated with implementation of the semantic layers are presented to users. Certain portions of the semantic layers and/or the configuration content objects may be modified (e.g., in accordance with the implementation recommendations) to facilitate use of the semantic layers when performing data analyses of the subject datasets.


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