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Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23
作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling  
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：27/0  |  提交时间：2022/12/07
Accelerators  Heterogeneous systems  Bandwidth contention  Hardware hazard  PCIe  
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration  
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：47/0  |  提交时间：2020/12/10
Edge computing  online scheduling  deep learning  energy efficiency  approximate computing  
Power-Utility-Driven Write Management for MLC PCM 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2017, 卷号: 13, 期号: 3, 页码: 22
作者:  Li, Bing;  Hu, Yu;  Wang, Ying;  Ye, Jing;  Li, Xiaowei
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/12
Phase change memory  multi-level  main memory  power  write management  optimization  
PSI Conscious Write Scheduling: Architectural Support for Reliable Power Delivery in 3-D Die-Stacked PCM 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2016, 卷号: 24, 期号: 5, 页码: 1613-1625
作者:  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Zhang, Lei;  Cheng, Yuanqing;  Li, Xiaowei
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/13
3-D integration  IR-drop  phase-change memory (PCM)  through-silicon-via (TSV)  write throughput  
An Analytical Framework for Estimating Scale-Out and Scale-Up Power Efficiency of Heterogeneous Manycores 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 2, 页码: 367-381
作者:  Ma, Jun;  Yan, Guihai;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载：36/0  |  提交时间：2019/12/13
Heterogeneous manycores  scale-out  scale-up  analytical model  power efficiency  runtime management  
Performance-asymmetry-aware scheduling for Chip Multiprocessors with static core coupling 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2010, 卷号: 56, 期号: 10, 页码: 534-542
作者:  Dong, Jianbo;  Zhang, Lei;  Han, Yinhe;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/16
Process variation  Thread-level redundancy  Chip Multiprocessor  Scheduling