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The Hardware System of Online-teaching Database System Based on FPGA and Multi-core DSP

机译:基于FPGA和多核DSP的在线教学数据库系统硬件系统

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These online-teaching database systems are generated from online transactions, emails, videos, audios, images. They are stored in databases grow massively and become difficult to capture, form, store, manage, share, analyze and visualize via typical database software tools. The adventure of large amount of data and real-time requirements presents great challenges using traditional desktop computers. In this paper, to tackle the specific problem with a critical requirement of 10ms for whole data processing pipeline, we proposed a high performance embedded system as opposed to personal computer. Peripheral Component Interconnect (PCI) for data transferring from computer to Field Programmable Gate Array (FPGA) is proposed to solve the problem, and a custom-designed dual-port dual-channel RAM to realize simultaneous data exchange and data processing which was implemented using a 6-core Digital Signal Processor (DSP). The hardware system was designed and tested the performance of individual modules as well as the integration of them as a whole. We reported a total time using such pipeline of 7.5ms, meeting the critical requirement and demonstrating its feasibility in practical application.
机译:这些在线教学数据库系统是从在线交易,电子邮件,视频,呼吸景观中生成的。它们存储在数据库中,通过典型的数据库软件工具捕获,难以捕获,形式,存储,管理,共享,分析和可视化。大量数据和实时要求的冒险呈现出使用传统桌面电脑的巨大挑战。在本文中,为了解决整个数据处理管道10ms的关键要求,我们提出了一种高性能嵌入式系统,而不是个人计算机。提出从计算机传输到现场可编程门阵列(FPGA)的外围组件互连(PCI)以解决问题,以及定制设计的双端口双通道RAM,以实现使用的同时数据交换和数据处理一个6核数字信号处理器(DSP)。硬件系统设计并测试了各个模块的性能以及整体的整体集成。我们报告了使用这些管道的总时间7.5ms,符合其在实际应用中的可行性和证明其可行性。

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