一種應(yīng)用于人工智能計算的分布式異構(gòu)數(shù)據(jù)同步技術(shù)研究
打開文本圖片集
doi：10.3969/J.ISSN.1672-7274.2025.06.008
中圖分類號：TP393.08 文獻(xiàn)標(biāo)志碼：A 文章編碼：1672-7274（2025）06-0022-05
Research on Distributed Heterogeneous Data Synchronization Technology Applied to Artificial Intelligence Computing
ZHANG Keyi，WEN Hao，XING Shaosong （China Institute of Aeronautical SystemsEngineering，Beijing 1ooo2o，China）
Abstract： This article focuses on the development needs of artificial intelligence technology and proposes a data synchronization technology solution fordistributed heterogeneous data.This technologyachieves business collaboration and data fusion between traditional data systems and high-performance computing by building a unified identity authentication mechanism and data upload and download functions，designing and developing data synchronization interfaces.Through experimentalverification，this technical solutionhas shownexcellnt performance in data transmission eficiency and accuracy，and can effectively support high-performance computing platforms to carry out paralel computing of large-scale data.Itcan meet the needs of data management and algorithm training in artificial intelligence technology research with minimal modification costs.
Keywords： data system; high performance computing; data synchronization
近年來，航空專業(yè)領(lǐng)域信息化程度不斷提高，飛機(jī)設(shè)計過程中需要進(jìn)行的空氣動力學(xué)設(shè)計、結(jié)構(gòu)強(qiáng)度設(shè)計、零部件裝配設(shè)計等諸多環(huán)節(jié)，已從傳統(tǒng)的圖紙?jiān)O(shè)計和公式計算向基于計算機(jī)的數(shù)值模擬仿真演化，這種變化所帶來的技術(shù)和能力革新主要從大數(shù)據(jù)和高性能計算兩個方向進(jìn)行，其代表性技術(shù)產(chǎn)物分別是數(shù)據(jù)系統(tǒng)和高性能計算平臺。（剩余5324字）