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:
Dec. 30, 2025
Filed:
Dec. 08, 2020
Huawei Technologies Co., Ltd., Guangdong, CN;
James Trevor Nisbet, Whitby, CA;
Jesse Ka-Leung Lee, Markham, CA;
Xun Xue, Markham, CA;
Robin Dawn Grosman, Markham, CA;
Nattavut Sutyanyong, Thornhill, CA;
HUAWEI TECHNOLOGIES CO., LTD., Shenzhen, CN;
Abstract
The disclosed systems and methods are directed to generating cache IDs for each of a plurality of AI training pipelines, accessing training data elements included in a training data set, generating IDs corresponding to the training data elements, receiving the data IDs and an associated cache ID, randomizing the data IDs, selecting a subset of the randomized data IDs, fetching the training data elements previously cached by a cache node, receiving a portion of the training data elements present in the caching server corresponding to the subset of randomized data IDs, forwarding the portion of the training data elements present in the caching server to at least one consumer node, fetching the remaining training data elements associated with the subset of randomized data IDs from the training data set, and forwarding the remaining training data elements to at least one transformation node for training the neural network.