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:
Mar. 01, 2022

Filed:

Dec. 20, 2019
Applicant:

Huazhong University of Science and Technology, Hubei, CN;

Inventors:

Xiaofei Liao, Hubei, CN;

Hai Jin, Hubei, CN;

Long Zheng, Hubei, CN;

Chengbo Yang, Hubei, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/38 (2018.01); G06F 15/82 (2006.01); G06F 15/78 (2006.01); G06F 15/76 (2006.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
G06F 15/76 (2013.01); G06F 9/3877 (2013.01); G06F 15/7889 (2013.01); G06F 15/825 (2013.01); G06F 16/9024 (2019.01); G06F 2015/768 (2013.01);
Abstract

An FPGA-based graph data processing method is provided for executing graph traversals on a graph having characteristics of a small-world network by using a first processor being a CPU and a second processor that is a FPGA and is in communicative connection with the first processor, wherein the first processor sends graph data to be traversed to the second processor, and obtains result data of the graph traversals from the second processor for result output after the second processor has completed the graph traversals of the graph data by executing level traversals, and the second processor comprises a sparsity processing module and a density processing module, the sparsity processing module operates in a beginning stage and/or an ending stage of the graph traversals, and the density processing module with a higher degree of parallelism than the sparsity processing module operates in the intermediate stage of the graph traversals.


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