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Performance Optimization of Many-Core Systems by Exploiting Task Migration and Dark Core Allocation 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 92-106
作者:  Wen, Shengyan;  Wang, Xiaohang;  Singh, Amit Kumar;  Jiang, Yingtao;  Yang, Mei
收藏  |  浏览/下载:28/0  |  提交时间:2022/06/21
Task analysis  Heuristic algorithms  Resource management  Runtime  System performance  Heating systems  Thermal management  Task migration  many-core  dynamic resource allocation  dark cores  
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Zeng, Xi;  Li, Ling;  Cheng, Limin;  Xu, Zhiwei;  Sun, Ninghui;  Chen, Yunji
收藏  |  浏览/下载:32/0  |  提交时间:2022/06/21
Deep learning  Central Processing Unit  Process control  Task analysis  Computational modeling  Pipelines  Runtime  Neural net accelerators  system architectures  interaction wall  
On Performance Optimization and Quality Control for Approximate-Communication-Enabled Networks-on-Chip 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 11, 页码: 1817-1830
作者:  Xiao, Siyuan;  Wang, Xiaohang;  Palesi, Maurizio;  Singh, Amit Kumar;  Wang, Liang;  Mak, Terrence
收藏  |  浏览/下载:35/0  |  提交时间:2021/12/01
Optimization  Quality control  Approximate computing  System performance  Power demand  Measurement  Runtime  Approximate computing  many-core system  networks-on-chip  
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:  Cai, Yi;  Chen, Xiaoming;  Tian, Lu;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载:318/0  |  提交时间:2020/12/10
Artificial neural networks  Nonvolatile memory  Encryption  Computational modeling  Hardware  Non-volatile memory (NVM)  compute-in-memory (CIM)  neural network  security  encryption  
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