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:
May. 07, 2024

Filed:

Nov. 30, 2021
Applicant:

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

Inventors:

Sumit Neelam, Bangalore, IN;

Hima Prasad Karanam, Bangalore, IN;

Udit Sharma, New Delhi, IN;

Shajith Ikbal Mohamed, Chennai, IN;

Santosh Srivastava, New Delhi, IN;

L. Venkata Subramaniam, New Delhi, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/901 (2019.01); G06F 16/2453 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9024 (2019.01); G06F 16/24532 (2019.01); G06N 20/00 (2019.01);
Abstract

Methods, systems, and computer program products for partitioning and parallel loading of property graphs with constraints are provided herein. A computer-implemented method includes obtaining graph-related input data and corresponding constraint data, wherein the graph-related input data and corresponding constraint data are at least one of user-defined and input data model-based; generating at least one in-memory graph based at least in part on processing at least a portion of the obtained graph-related input data; partitioning the at least one in-memory graph into two or more sub-graphs by processing the at least one in-memory graph using one or more polynomial time partition algorithms; and generating at least one property graph by allocating, at least a portion of the two or more partitioned sub-graphs which satisfy the obtained constraint data, to two or more threads that run in parallel.


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