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:
Oct. 06, 2026

Filed:

Mar. 06, 2023
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Haotian Zhou, Xi′an, CN;

Yu MA, Xi′an, CN;

Xiaotao Wang, Xi′an, CN;

Ge Yang, Xi′an, CN;

Jing He, Xi′an, CN;

Lei Huang, Xi′an, CN;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 3/0655 (2013.01); G06F 3/0611 (2013.01); G06F 3/0673 (2013.01); G06N 3/08 (2013.01);
Abstract

Methods, systems, and computer-readable storage media for receiving a workload period, during which a workload is applied to a database system, providing a set of ML models based on historical data representative of historical executions of the workload over the workload period, each ML model configured to predict a cluster arrival rate curve (cARC), and during execution of the workload period and, for each timeslice of a plurality of timeslice of the workload period: providing a predicted cARC from each ML model, the predicted cARC representative of a predicted workload, determining column visiting times for each of a plurality of columns of each of a plurality of tables stored in the database system, generating a column list based on the column visiting times, and loading column data representative of columns included in the column list into low-latency memory prior to execution of a workload during the respective timeslice.


Find Patent Forward Citations

Zhou, Haotian. (2026). Data loading based on workload predictions for improved performance of cloud-based systems (U.S. Patent No. 12754687). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12754687

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