中山大学学报（自然科学版）（中英文）2024，Vol.63Issue(6)：150-160,11.DOI:10.13471/j.cnki.acta.snus.ZR20240293
基于超算的多模式计算融合支撑系统
The convergent computing based on supercomputer
摘要
Abstract
Complex science and engineering computing applications require the converging of three computing modes:Numerical simulation,big data processing,and artificial intelligence.However,traditional supercomputers cannot efficiently support the above three computing modes at the same time.We reconstructed the supercomputer's parallel file system,parallel communication system,resource management and job scheduling system etc.,and further designed a supercomputer-based big data processing framework and artificial intelligence inference framework,building a converged environment based on supercomputers.Experiments show that the proposed converged system can support the coupling of three computing paradigms as well as improve the performance significantly,providing a comprehensive environment for complex scientific engineering computing applications.关键词
多模式融合计算/超级计算机/科学工程计算Key words
converged computing/supercomputer/science and engineering computing分类
信息技术与安全科学引用本文复制引用
卢宇彤,陈志广..基于超算的多模式计算融合支撑系统[J].中山大学学报（自然科学版）（中英文）,2024,63(6):150-160,11.基金项目
广东省基础与应用基础研究重大项目(2019B030302002) （2019B030302002）
国家自然科学基金(62461146204) （62461146204）
