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:
Aug. 12, 2025

Filed:

Oct. 07, 2019
Applicant:

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

Inventors:

Abdul Quamar, San Jose, CA (US);

Fatma Ozcan, San Jose, CA (US);

Rana Alotaibi, San Jose, CA (US);

Chuan Lei, Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01); G06F 9/38 (2018.01); G06F 16/901 (2019.01); G06F 16/9035 (2019.01); G06F 16/9038 (2019.01); G06F 18/2323 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 9/3891 (2013.01); G06F 16/9024 (2019.01); G06F 16/9035 (2019.01); G06F 16/9038 (2019.01); G06F 18/2323 (2023.01);
Abstract

Techniques for distributed data placement are provided. Query workload information corresponding to a domain is determined by a data orchestrator, and the query workload information is modeled as a hypergraph, where the hypergraph includes a set of vertices and a set of hyperedges, where each vertex in the set of vertices corresponds to a concept in an ontology associated with the domain. Mappings are generated between concepts and a plurality of data nodes based on the hypergraph and based further on predefined capability of each of the plurality of data nodes. A distributed knowledge base is established based on the generated mappings.


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