logo

For the Inventor, By the Inventor

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 12554910 B1

PDFFull Text
Date of Patent:
Feb. 17, 2026

Filed:

Oct. 06, 2023

Sliding window memory optimizations for time-series foundation models

Applicant:

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

Inventors:

Phanwadee Sinthong, White Plains, NY (US);

Nam H. Nguyen, Pleasantville, NY (US);

Vijay Ekambaram, Chennai, IN;

Arindam Jati, Bengaluru, IN;

Jayant R. Kalagnanam, Briarcliff Manor, NY (US);

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);

Attorneys:

Garg Law Firm, PLLC

Rakesh Garg

Robert D. Bean

Primary Examiner:

Daniel F Hajnik

Assistant Examiner:

Thomas John Foster

Int. Cl.
CPC ...
G06F 30/27 (2020.01); G06T 1/20 (2006.01);
U.S. Cl.
CPC ...
G06F 30/27 (2020.01); G06T 1/20 (2013.01);
Abstract

An embodiment senses a raw data sequence by a central processing unit, responsive to the raw data sequence, computes by the central processing unit a transfer data size of the raw data sequence based at least in part on the comparison of a data size of the raw data sequence to a memory size of a graphics processing unit. The embodiment transfers by the central processing unit of the raw data sequence to the graphics processing unit based on the transfer data size. The embodiment trains a foundation model on the raw data sequence where a sliding window algorithm is executed on the raw data sequence by the graphics processing unit, where generating a window of the sliding window algorithm is based on a memory pointer to the raw data sequence.

Find Patent Forward Citations

Sinthong, Phanwadee. (2026). Sliding window memory optimizations for time-series foundation models (U.S. Patent No. 12554910). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12554910

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…