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ARTIFICIAL INTELLIGENCE INFERENCE AND TRAINING SYSTEM AND METHOD USING SSD OFFLOADING
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dc.contributor.author 이성진 -
dc.contributor.author 김정우 -
dc.contributor.author 오성균 -
dc.date.accessioned 2025-07-28T10:40:11Z -
dc.date.available 2025-07-28T10:40:11Z -
dc.identifier.uri https://scholar.dgist.ac.kr/handle/20.500.11750/58724 -
dc.description.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. -
dc.title ARTIFICIAL INTELLIGENCE INFERENCE AND TRAINING SYSTEM AND METHOD USING SSD OFFLOADING -
dc.title.alternative ARTIFICIAL INTELLIGENCE INFERENCE AND LEARNING SYSTEM AND METHOD USING SSD OFFLOADING -
dc.type Patent -
dc.publisher.country UN -
dc.identifier.patentApplicationNumber PCT/KR2023/019226 -
dc.date.application 2023-11-27 -
dc.identifier.patentRegistrationNumber 2024122962 -
dc.date.registration 2024-06-13 -
dc.contributor.assignee DAEGU GYEONGBUK INSTITUTE OF SCIENCE AND TECHNOLOGY,재단법인대구경북과학기술원 -
dc.type.iprs 특허 -
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이성진
Lee, Sungjin이성진

Department of Electrical Engineering and Computer Science

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