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Portrait: A holistic computation and bandwidth balanced performance evaluation model for heterogeneous systems 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 卷号: 35, 页码: 8
作者:  Wu, Jingya;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Accelerators  Heterogeneous systems  Bandwidth contention  Hardware hazard  PCIe  
ShuntFlowPlus: An Efficient and Scalable Dataflow Accelerator Architecture for Stream Applications 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2021, 卷号: 17, 期号: 4, 页码: 24
作者:  Gong, Shijun;  Li, Jiajun;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
Streaming processing  sliding-window aggregations  dataflow  buffer sharing  
Microbiome Resilience and Health Implications for People in Half-Year Travel 期刊论文
FRONTIERS IN IMMUNOLOGY, 2022, 卷号: 13, 页码: 15
作者:  Cheng, Mingyue;  Liu, Hong;  Han, Maozhen;  Li, Shuai Cheng;  Bu, Dongbo;  Sun, Shiwei;  Hu, Zhiqiang;  Yang, Pengshuo;  Wang, Rui;  Liu, Yawen;  Chen, Feng;  Peng, Jianjun;  Peng, Hong;  Song, Hongxing;  Xia, Yang;  Chu, Liqun;  Zhou, Quan;  Guan, Feng;  Wu, Jing;  Tan, Guangming;  Ning, Kang
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
travel  enterotype  microbiome  bi-directional plasticity  resilience  dietary shift  immunity  health  
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:  Xie, Zhen;  Tan, Guangming;  Liu, Weifeng;  Sun, Ninghui
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Libraries  Sparse matrices  Prediction algorithms  Neural networks  Predictive models  Memory management  Tuners  SpGEMM  spare BLAS  sparse format  auto-tuning  neural network  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
Automatic Generation of High-Performance FFT Kernels on Arm and X86 CPUs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 1925-1941
作者:  Li, Zhihao;  Jia, Haipeng;  Zhang, Yunquan;  Chen, Tun;  Yuan, Liang;  Vuduc, Richard
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
AutoFFT  FFT  code generation  template  DFT  
BZIP: A compact data memory system for UTXO-based blockchains 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2020, 卷号: 109, 页码: 8
作者:  Jiang, Shuhao;  Li, Jiajun;  Gong, Shijun;  Yan, Junchao;  Yan, Guihai;  Sun, Yi;  Li, Xiaowei
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
UTXO  Blockchain  Data Compression  IoT  
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216
作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007
作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei
收藏  |  浏览/下载：46/0  |  提交时间：2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
DNNTune: Automatic Benchmarking DNN Models for Mobile-cloud Computing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 卷号: 16, 期号: 4, 页码: 26
作者:  Xia, Chunwei;  Zhao, Jiacheng;  Cui, Huimin;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载：86/0  |  提交时间：2020/12/10
DNN  mobile-cloud computing  heterogeneous computing  
SqueezeFlow: A Sparse CNN Accelerator Exploiting Concise Convolution Rules 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2019, 卷号: 68, 期号: 11, 页码: 1663-1677
作者:  Li, Jiajun;  Jiang, Shuhao;  Gong, Shijun;  Wu, Jingya;  Yan, Junchao;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
Convolutional neural networks  accelerator architecture  hardware acceleration  
Parallel Processing Systems for Big Data: A Survey 期刊论文
PROCEEDINGS OF THE IEEE, 2016, 卷号: 104, 期号: 11, 页码: 2114-2136
作者:  Zhang, Yunquan;  Cao, Ting;  Li, Shigang;  Tian, Xinhui;  Yuan, Liang;  Jia, Haipeng;  Vasilakos, Athanasios V.
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/13
Big data  machine learning  MapReduce  parallel processing  SQL  survey  
A Cross-Platform SpMV Framework on Many-Core Architectures 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2016, 卷号: 13, 期号: 4, 页码: 25
作者:  Zhang, Yunquan;  Li, Shigang;  Yan, Shengen;  Zhou, Huiyang
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/12
SpMV  segmented scan  BCCOO  OpenCL  CUDA  GPU  Intel MIC  parallel algorithms  
Parallel Incremental Frequent Itemset Mining for Large Data 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 2, 页码: 368-385
作者:  Song, Yu-Geng;  Cui, Hui-Min;  Feng, Xiao-Bing
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/12
incremental parallel FPGrowth  data mining  frequent itemset mining  MapReduce  
DLPlib: A Library for Deep Learning Processor 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 2, 页码: 286-296
作者:  Lan, Hui-Ying;  Wu, Lin-Yang;  Zhang, Xiao;  Tao, Jin-Hua;  Chen, Xun-Yu;  Wang, Bing-Rui;  Wang, Yu-Qing;  Guo, Qi;  Chen, Yun-Ji
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/12
deep learning processor  API  library  DLPlib  
STT-RAM Buffer Design for Precision-Tunable General-Purpose Neural Network Accelerator 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 4, 页码: 1285-1296
作者:  Song, Lili;  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Cheng, Yuanqing;  Li, Xiaowei
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/12
Approximate computing  machine learning  neural network  spin toque transfer RAM (STT-RAM)  
Retention-Aware DRAM Assembly and Repair for Future FGR Memories 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2017, 卷号: 36, 期号: 5, 页码: 705-718
作者:  Wang, Ying;  Han, Yin-He;  Wang, Cheng;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
DDR  dynamic random-access memory (DRAM)  memory  refresh  
Going Cooler With Timing-Constrained TeSHoP: A Temperature Sensing-Based Hotspot-Driven Placement Technique for FPGAs 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 9, 页码: 2525-2537
作者:  Lu, Weina;  Hu, Yu;  Ye, Jing;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
Computer-aided design flow  field-programmable gate arrays (FPGAs)  hotspot optimization  performance  
Locating Software Faults Based on Minimum Debugging Frontier Set 期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2017, 卷号: 43, 期号: 8, 页码: 760-776
作者:  Li, Feng;  Li, Zhiyuan;  Huo, Wei;  Feng, Xiaobing
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
Fault localization  minimum debugging frontier set  sparse symbolic exploration  dynamic dependence graph  
Resilience-Aware Frequency Tuning for Neural-Network-Based Approximate Computing Chips 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 10, 页码: 2736-2748
作者:  Wang, Ying;  Deng, Jiachao;  Fang, Yuntan;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：51/0  |  提交时间：2019/12/12
Deep learning  error tolerance  neural network (NN)  timing variation