基于数字网格边缘计算的高性能国产芯片架构研究

Jinlong Liu, Junjian Chen, Dehong Liu, Liang Hu, Jun Li, Gang Chen, Jun Li, Ke Tang
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引用次数: 0

摘要

数字电网边缘端需要满足快速、实时的数据处理,而现有的国产芯片存在处理能力不足、设计复杂度高的问题,因此迫切需要研究面向数字电网边缘计算方向的国产芯片架构。本文对数字电网边缘的业务场景进行了深入分析,根据不同的需求,通过软硬件划分,实现了CPU、NPU、ASIP等异构计算硬件资源的合理布局。其次,基于国产独立的CPU内核,提出了一种满足实时性和高性能要求的异构混合多核架构;最后,通过多抽象层次的软硬件系统建模构建硬件虚拟样机,并通过实时形式化建模进行定量分析。本文为国产电力专用边缘计算芯片的研制提供了理论和技术支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on High Performance Domestic Chip Architecture Based on Digital Grid Edge Computing
The edge side of digital power grid needs to meet fast and real-time data processing, while the existing domestic chips have problems of insufficient processing capacity and high design complexity, so it is urgent to study the domestic chip architecture for the direction of digital power grid edge computing. In this paper, the business scenarios on the edge of digital power grid are analyzed in depth, and the rational layout of heterogeneous computing hardware resources such as CPU, NPU and ASIP is realized by means of hardware and software division according to different requirements. Secondly, based on domestic independent CPU core, a heterogeneous hybrid multi-core architecture that meets real-time and high performance requirements is proposed. Finally, hardware virtual prototype is constructed by multi-abstraction level software and hardware system modeling, and quantitative analysis is carried out through real-time formal modeling. This paper provides theoretical and technical support for the development of domestic special edge computing chip for electric power.
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