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Accelerating Parallel Structures in DNNs via Parallel Fusion and Operator Co-Optimization 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 3, 页码: 26
作者:  Di, Zhanyuan;  Wang, Leping;  Ma, Zhaojia;  Shao, En;  Zhao, Jie;  Ren, Ziyi;  Feng, Siyuan;  Tao, Dingwen;  Tan, Guangming;  Sun, Ninghui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deep learning  tensor compiler  inference optimization  code generation  GPU  
AFCC: ACK-Based Fast Congestion Control in Lossless Networks 期刊论文
IEEE TRANSACTIONS ON NETWORKING, 2025, 页码: 15
作者:  Xu, Jing;  Yuan, Guojun;  Zhang, Yachao;  Wang, Zhan;  Sun, Ninghui;  Tan, Guangming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Switches  Delays  Throughput  Flow production systems  Accuracy  Receivers  Telemetry  Market research  Hardware  Congestion control  HPCC  RDMA  data center  PFC  PFC  
DFU-E: A Dataflow Architecture for Edge DSP and AI Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 6, 页码: 1100-1114
作者:  Li, Wenming;  Fan, Zhihua;  Liu, Tianyu;  Wang, Zhen;  Wu, Haibin;  Wu, Meng;  Zhang, Kunming;  Liu, Yanhuan;  Sun, Ninghui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Artificial intelligence  Hardware  Edge computing  Computer architecture  Computational modeling  Single instruction multiple data  Energy efficiency  Target recognition  Radar polarimetry  Real-time systems  Dataflow architecture  edge computing  digital signal processing  AI  multi-layer dataflow mechanism  
SRSparse: Generating Codes for High-Performance Sparse Matrix-Vector Semiring Computations 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 26
作者:  Du, Zhen;  Li, Ying;  Sun, Ninghui;  Cui, Huimin;  Feng, Xiaobing;  Li, Jiajia
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
High performance computing  sparse matrix computation  auto-tuning  code generator  semiring computation  
ShuffleInfer: Disaggregate LLM Inference for Mixed Downstream Workloads 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 24
作者:  Hu, Cunchen;  Huang, Heyang;  Xu, Liangliang;  Chen, Xusheng;  Wang, Chenxi;  Xu, Jiang;  Chen, Shuang;  Feng, Hao;  Wang, Sa;  Bao, Yungang;  Sun, Ninghui;  Shan, Yizhou
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
LLM serving  disaggregated  interference  schedule  
29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 5, 页码: 1634-1648
作者:  Wang, Xun;  Meng, Xiangyu;  Guo, Zhuoqiang;  Li, Mingzhen;  Liu, Lijun;  Li, Mingfan;  Xiao, Qian;  Zhao, Tong;  Sun, Ninghui;  Tan, Guangming;  Jia, Weile
收藏  |  浏览/下载：49/0  |  提交时间：2025/06/25
Atoms  Accuracy  Supercomputers  Optimization  Artificial neural networks  Force  Training  Fitting  Predictive models  Nuclear power generation  High Performance Computing  Molecular Dynamics  DeePMD  Parallel Optimization  New Sunway Supercomputer  
XiangShan: An Open Source Project for High-Performance RISC-V Processors Meeting Industrial-Grade Standards 期刊论文
IEEE MICRO, 2025, 卷号: 45, 期号: 3, 页码: 49-57
作者:  Wang, Kaifan;  Chen, Jian;  Xu, Yinan;  Yu, Zihao;  He, Wei;  Tang, Dan;  Sun, Ninghui;  Bao, Yungang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Program processors  Vectors  Technological innovation  Pipelines  Microarchitecture  Ecosystems  Decoding  Training  Registers  Industries  
Exploring the DIMM PIM Architecture for Accelerating Time Series Analysis 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 1, 页码: 169-172
作者:  Shi, Shunchen;  Yang, Fan;  Li, Zhichun;  Li, Xueqi;  Sun, Ninghui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Time series analysis  Computer architecture  Pipelines  Hardware  Bandwidth  Indexes  Parallel processing  Data mining  Central Processing Unit  Data transfer  processing in memory  
Enhancing crack self-healing properties of low-carbon LC3 cement using microbial induced calcite precipitation technique 期刊论文
FRONTIERS IN MATERIALS, 2024, 卷号: 11, 页码: 14
作者:  Wei, Wenzhu;  He, Qinglong;  Pang, Sen;  Ji, Shengjie;  Cheng, Yiluo;  Sun, Ninghui;  Liang, Yinghao
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
limestone calcined clay cement  microbial induced calcite precipitation  Bacillus pasteurii  crack self-healing  compressive strength  low-carbon cementitious materials  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：35/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware