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CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:  Zou, Kaiwei;  Wang, Ying;  Cheng, Long;  Qu, Songyun;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
Kernel  Computer architecture  Multicore processing  Deep learning  System-on-chip  Parallel processing  Real-time systems  Neural networks  parallel processing  real-time and embedded systems  single-chip multiprocessors  reinforcement learning  structured sparsity  
ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator  
MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25
作者:  Tang, Yibin;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
Edge computing  online scheduling  deep learning  energy efficiency  approximate computing  
Thermal-aware power-efficient deadline based task allocation in multi-core processor 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2017, 卷号: 19, 页码: 112-120
作者:  Tyagi, Sumarga Kumar Sah;  Jain, Deepak Kumar;  Fernandes, Steven Lawrence;  Muhuri, Pranab K.
收藏  |  浏览/下载：57/0  |  提交时间：2019/12/12
Multicore systems  Thermal management  Task allocation  Dynamic voltage and frequency scaling  Real-time constraints  
An Accelerator for High Efficient Vision Processing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2017, 卷号: 36, 期号: 2, 页码: 227-240
作者:  Du, Zidong;  Liu, Shaoli;  Fasthuber, Robert;  Chen, Tianshi;  Ienne, Paolo;  Li, Ling;  Luo, Tao;  Guo, Qi;  Feng, Xiaobing;  Chen, Yunji;  Temam, Olivier
收藏  |  浏览/下载：67/0  |  提交时间：2019/12/12
Accelerator architectures  convolutional neural network  vision sensor  
Graphine: Programming Graph-Parallel Computation of Large Natural Graphs for Multicore Clusters 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 6, 页码: 1647-1659
作者:  Yan, Jie;  Tan, Guangming;  Mo, Zeyao;  Sun, Ninghui
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Graph-parallel  parallel framework  computational model  
Predicting Cross-Core Performance Interference on Multicore Processors with Regression Analysis 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 5, 页码: 1443-1456
作者:  Zhao, Jiacheng;  Cui, Huimin;  Xue, Jingling;  Feng, Xiaobing
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/13
Cross-core performance interference  memory subsystems  multicore processors  performance analysis  prediction model  
Accelerating Irregular Computation in Massive Short Reads Mapping on FPGA Co-Processor 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 5, 页码: 1253-1264
作者:  Tan, Guangming;  Zhang, Chunming;  Tang, Wen;  Zhang, Peiheng;  Sun, Ninghui
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/13
Short read mapping  irregular computation  FPGA  multicore parallelism  
Wide Operational Range Processor Power Delivery Design for Both Super-Threshold Voltage and Near-Threshold Voltage Computing 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2016, 卷号: 31, 期号: 2, 页码: 253-266
作者:  He, Xin;  Yan, Gui-Hai;  Han, Yin-He;  Li, Xiao-Wei
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/13
voltage regulator  power delivery  near-threshold computing  multicore processor  
A Robust Energy/Area-Efficient Forwarded-Clock Receiver With All-Digital Clock and Data Recovery in 28-nm CMOS for High-Density Interconnects 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2016, 卷号: 24, 期号: 2, 页码: 578-586
作者:  Chen, Shuai;  Li, Hao;  Chiang, Patrick Yin
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/13
All-digital clock and data recovery (ADCDR)  delay-locked loop (DLL)  forwarded-clock (FC) receiver  high-density interconnect  jitter tolerance  multicore processor  process variation  voltage and temperature drift