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ARTIFICIAL INTELLIGENCE INFERENCE AND TRAINING SYSTEM AND METHOD USING SSD OFFLOADING
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- Title
- ARTIFICIAL INTELLIGENCE INFERENCE AND TRAINING SYSTEM AND METHOD USING SSD OFFLOADING
- Alternative Title
- ARTIFICIAL INTELLIGENCE INFERENCE AND LEARNING SYSTEM AND METHOD USING SSD OFFLOADING
- Country
- UN
- Application Date
- 2023-11-27
- Application No.
- PCT/KR2023/019226
- Registration Date
- 2024-06-13
- Publication No.
- 2024122962
- Abstract
-
An artificial intelligence inference and training system using SSD offloading, according to one embodiment of the present invention, comprises: storage servers for storing data and comprising a plurality of SSDs which each comprise a first computing device; a transfer learning server connected to the storage servers via a network and generating an artificial intelligence model which is updated through periodic training; an inference server for extracting metadata for the data by using the artificial intelligence model received from the transfer learning server; and a database for storing the extracted metadata, wherein the transfer learning server comprises a second computing device, and a first part of the training is carried out through the first computing devices, and a second part, including the remaining training parts other than the first part of the training, is carried out through the second computing device.
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Related Researcher
- Lee, Sungjin이성진
-
Department of Electrical Engineering and Computer Science
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