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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.:

US 12511550 B1

PDFFull Text
Date of Patent:
Dec. 30, 2025

Filed:

Jul. 23, 2025

Adaptive genetic algorithm for managing and scheduling cross-domain heterogeneous storage clusters

Applicants:

Shandong Provincial Computing Center (National Supercomputing Center IN Jinan), Shandong, CN;

Qilu University of Technology (Shandong Academy of Sciences), Shandong, CN;

Inventors:

Yinglong Wang, Shandong, CN;

Chunxiao Wang, Shandong, CN;

Qiuyue Liu, Shandong, CN;

Meihong Yang, Shandong, CN;

Ying Guo, Shandong, CN;

Xiaoming Wu, Shandong, CN;

Zhigang Zhao, Shandong, CN;

Jing Chen, Shandong, CN;

Jian Zhang, Shandong, CN;

Assignees:

SHANDONG PROVINCIAL COMPUTING CENTER (NATIONAL SUPERCOMPUTING CENTER IN JINAN), JINAN, SHANDONG, CN;

QILU UNIVERSITY OF TECHNOLOGY (SHANDONG ACADEMY OF SCIENCES), JINAN, SHANDONG, CN;

Attorneys:

QQW-2

QIANQIAN WU

Primary Examiner:

Leonard A Sieger

Int. Cl.
CPC ...
G06N 3/12 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/12 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
Abstract

The present disclosure provides a method and a system for managing and scheduling a cross-domain heterogeneous storage cluster. With optimization objectives of minimizing the total storage cost, maximizing the total throughput and minimizing a distance between a to-be-stored dataset and a position of a storage system where the storage is about to perform, constraint conditions are solved by adopting a non-dominated sorting genetic algorithm, and an optimal storage position is selected. Accordingly, the data access performance is improved, the latency is reduced, and the unnecessary consumption of network bandwidth and storage resources is reduced.

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Wang, Yinglong. (2025). Adaptive genetic algorithm for managing and scheduling cross-domain heterogeneous storage clusters (U.S. Patent No. 12511550). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12511550

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