MANY-CORE

作品数：29被引量：106H指数：4
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相关领域：自动化与计算机技术更多>>
相关作者：刘玉苹刘力更多>>
相关机构：清华大学吉林大学更多>>
相关期刊：《Computers, Materials & Continua》《International Journal of Intelligent Computing and Cybernetics》《Chinese Journal of Electronics》《Science Bulletin》更多>>
相关基金：国家自然科学基金国家重点基础研究发展计划国家高技术研究发展计划北京市自然科学基金更多>>
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Towards optimized tensor code generation for deep learning on sunway many-core processor
《Frontiers of Computer Science》2024年第2期1-15,共15页Mingzhen LI Changxi LIU Jianjin LIAO Xuegui ZHENG Hailong YANG Rujun SUN Jun XU Lin GAN Guangwen YANG Zhongzhi LUAN Depei QIAN 
supported by the National Key Research and Development Program of China (No.2020YFB1506703);the National Natural Science Foundation of China (Grant Nos.62072018 and 61732002);the State Key Laboratory of Software Development Environment (No.SKLSDE-2021ZX-06);the Fundamental Research Funds for the Central Universities。
The flourish of deep learning frameworks and hardware platforms has been demanding an efficient compiler that can shield the diversity in both software and hardware in order to provide application portability.Among th...
关键词：sunway processor deep learning compiler code generation performance optimization 
wrBench:Comparing Cache Architectures and Coherency Protocols on ARMv8 Many-Core Systems
《Journal of Computer Science & Technology》2023年第6期1323-1338,共16页高琬蓉 方建滨 黄春 徐传福 王峥 
funded by the National Key Research and Development Program of China under Grant No.2018YFB0204301;the National Natural Science Foundation of China under Grant Nos.61972408 and 61872294.
Cache performance is a critical design constraint for modern many-core systems.Since the cache often works in a"black-box"manner,it is difficult for the software to reason about the cache behavior to match the running...
关键词：ARMv8 many-core cache architecture microbenchmark core-to-core communication 
A Scalable Interconnection Scheme in Many-Core Systems
《Computers, Materials & Continua》2023年第10期615-632,共18页Allam Abumwais Mujahed Eleyat 
Recent architectures of multi-core systems may have a relatively large number of cores that typically ranges from tens to hundreds;therefore called many-core systems.Such systems require an efficient interconnection n...
关键词：MANY-CORE MULTI-CORE N-conjugate shuffle multi-port content addressable memory interconnection network 
Comparative Evaluation of Data Mining Algorithms in Breast Cancer
《Computers, Materials & Continua》2023年第10期633-645,共13页Fuad A.M.Al-Yarimi 
the Deanship of Scientific Research at King Khalid University for funding this work through the General Research Project under Grant Number(RGP2/230/44).
Unchecked breast cell growth is one of the leading causes of death in women globally and is the cause of breast cancer.The only method to avoid breast cancer-related deaths is through early detection and treatment.The...
关键词：MANY-CORE MULTI-CORE N-conjugate shuffle multi-port content addressable memory interconnection network 
Toward Earth system modeling with resolved clouds and ocean submesoscales on heterogeneous many-core HPCs被引量：1
《National Science Review》2023年第6期153-167,共15页Shaoqing Zhang Shiming Xu Haohuan Fu Lixin Wu Zhao Liu Yang Gao Chun Zhao Wubing Wan Lingfeng Wan Haitian Lu Chenling Li Yanfei Liu Xiaojing Lv Jiayu Xie Yangyang Yu Jun Gu Xuantong Wang Yan Zhang Chenhui Ning Yunlong Fei Xiuwen Guo Zhaoying Wang Xue Wang Zhenming Wang Binglin Qu Mingkui Li Haoran Zhao Yingjing Jiang Guang Yang Lv Lu Hong Wang Hong An Xin Zhang Yu Zhang Wentao Ma Fujiang Yu Jing Xu Xiaopei Lin Xueshun Shen 
supported by the National Key R&D Program of China(2022YFE0106400 and 2017YFA0603902);the National Natural Science Foundation of China(41830964 and T2125006);the Science and Technology Innovation Project of Laoshan Laboratory(LSKJ202202200,LSKJ202202201,LSKJ202202202,LSKJ202202203 and LSKJ202202204);the Jiangsu Innovation Capacity Building Program(BM2022028)
With the aid of the newly developed’Sunway’heterogeneous-architecture supercomputer,which has world-leading HPC(high-performance computer)capability,a series of high-resolution coupled Earth system models(SW-HRESMs)...
关键词：high-resolution Earth system models heterogeneous supercomputer cloud and submesoscale resolving weather-climate extremes finer cross-scale interactions 
Typhoon Case Comparison Analysis Between Heterogeneous Many-Core and Homogenous Multicore Supercomputing Platforms
《Journal of Ocean University of China》2023年第2期324-334,共11页LIU Xin YU Xiaolin ZHAO Haoran HAN Qiqi ZHANG Jie WANG Chengzhi MA Weiwei XU Da 
This work is supported by the National Key Research and Development Plan program of the Ministry of Science and Technology of China(No.2016YFB0201100);Additionally,this work is supported by the National Laboratory for Marine Science and Technology(Qingdao)Major Project of the Aoshan Science and Technology Innovation Program(No.2018ASKJ01-04);the Open Fundation of Key Laboratory of Marine Science and Numerical Simulation,Ministry of Natural Resources(No.2021-YB-02).
In this paper,a typical experiment is carried out based on a high-resolution air-sea coupled model,namely,the coupled ocean-atmosphere-wave-sediment transport(COAWST)model,on both heterogeneous many-core(SW)and homoge...
关键词：heterogeneous many-core supercomputing platform homogenous multicore supercomputing platform comparison analysis typhoon case 
Towards Efficient Short-Range Pair Interaction on Sunway Many-Core Architecture被引量：1
《Journal of Computer Science & Technology》2021年第1期123-139,共17页Jun-Shi Chen Hong An Wen-Ting Han Zeng Lin Xin Liu 
The work was supported by the National Key Research and Development Program of China under Grant No. 2018YFB0204102。
The short-range pair interaction consumes most of the CPU time in molecular dynamics(MD)simulations.The inherent computation sparsity makes it challenging to achieve high-performance kernel on the emerging many-core a...
关键词：molecular dynamics sunway many-core pair interaction parallel algorithm 
A Parallel Approach to Discords Discovery in Massive Time Series Data
《Computers, Materials & Continua》2021年第2期1867-1878,共12页Mikhail Zymbler Alexander Grents Yana Kraeva Sachin Kumar 
the Russian Foundation for Basic Research(Grant No.20-07-00140);the Ministry of Science and Higher Education of the Russian Federation(Government Order FENU-2020-0022).
A discord is a refinement of the concept of an anomalous subsequence of a time series.Being one of the topical issues of time series mining,discords discovery is applied in a wide range of real-world areas(medicine,as...
关键词：Time series discords discovery computer cluster many-core accelerator VECTORIZATION 
Performance Analysis of Accelerator Architectures and Programming Models for Parareal Algorithm Solutions of Ordinary Differential Equations
《Journal of Computer and Communications》2021年第2期29-56,共28页Sumathi Lakshmiranganatha Suresh S. Muknahallipatna 
Increasing needs for the study of complex dynamical systems require computing solutions of a large number of ordinary and partial differential time-dependent equations in near real-time. Numerical integration algorith...
关键词：ACCELERATORS MANY-CORE Directive-Based Time-Parallel Scaling SPEEDUP 
Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures:A Case Study with Phytium 2000+被引量：4
《Journal of Computer Science & Technology》2021年第1期33-43,共11页Jian-Bin Fang Xiang-Ke Liao Chun Huang De-Zun Dong 
The National Key Research and Development Program of China under Grant No.2018YFB0204301;the National Natural Science Foundation of China under Grant Nos.61972408 and 61602501.
This article presents a comprehensive performance evaluation of Phytium 2000+,an ARMv8-based 64-core architecture.We focus on the cache and memory subsystems,analyzing the characteristics that impact the high-performa...
关键词：many-core architecture memory-centric design performance evaluation 
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