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.:
Date of Patent:
Jul. 15, 2025
Filed:
Apr. 27, 2023
Hewlett Packard Enterprise Development Lp, Spring, TX (US);
Dejan S. Milojicic, Milpitas, CA (US);
Sai Rahul Chalamalasetti, Milpitas, CA (US);
Sergey Serebryakov, Milpitas, CA (US);
Hewlett Packard Enterprise Development LP, Spring, TX (US);
Abstract
Systems and methods are provided for an accelerator system that includes a baseline (production) accelerator, optimizing accelerator, and control hardware accelerator, and an operation of alternatingly switching the production/optimizing accelerators between production and optimizing. With two production/optimizing accelerators, at any given point in time, one accelerator adapts while another accelerator processes data. Once the second accelerator starts doing a better job (e.g., has adapted to data drift), the accelerators change their modes, and the trainable accelerator becomes the 'optimized' one. The accelerators do this non-stop, thus maintaining redundancy, providing expected quality of service (QoS) and adapting to data/concept drift.