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A Machine Learning Approach for Optimization of Channel Geometry and Source/Drain Doping Profile of Stacked Nanosheet Transistors 期刊论文
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2022, 页码: 7
作者:  Xu, Haoqing;  Gan, Weizhuo;  Cao, Lei;  Yang, Cheng;  Wu, Jiahao;  Zhou, Mi;  Qu, Hengze;  Zhang, Shengli;  Yin, Huaxiang;  Wu, Zhenhua
收藏  |  浏览/下载：32/0  |  提交时间：2022/12/07
Performance evaluation  Doping  Optimization  Geometry  Semiconductor process modeling  Training  Logic gates  Machine learning  multi-objective optimization (MOO)  nanosheet  technology computer-aided design (TCAD) simulation  
ClassyTune: A Performance Auto-Tuner for Systems in the Cloud 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2022, 卷号: 10, 期号: 1, 页码: 234-246
作者:  Zhu, Yuqing;  Liu, Jianxun
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Performance tuning  auto-tuning  autotuner  data-driven tuning  experience-driven tuning  performance modeling  
TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 4, 页码: 778-791
作者:  Niu, Songjie;  Chen, Shimin
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
performance modeling  distributed graph computation  deep learning  transfer learning  
Toward Efficient Execution of Mainstream Deep Learning Frameworks on Mobile Devices: Architectural Implications 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 3, 页码: 453-466
作者:  Dai, Yuting;  Zhang, Rui;  Xue, Rui;  Liu, Benyong;  Li, Tao
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Deep learning  Mobile handsets  Performance evaluation  Mobile applications  Computational modeling  Quantization (signal)  Central Processing Unit  CPU usage  deep learning (DL)  energy efficiency  microarchitecture  mobile phone  network compression  thermal characterization  
HPC software capability landscape in China 期刊论文
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2020, 卷号: 34, 期号: 1, 页码: 115-153
作者:  Chen, Daobi;  Yuan, Liang;  Zhang, Yunquan;  Yan, Jingfu;  Kahaner, David
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/10
Advanced materials  artificial intelligence  AI  biotechnology  biotech  earth sciences  education  energy  power  natural resources  engineering  environmental  pollution  government S&T policy  funding  high-performance computing (HPC)  hw  sw  apps  information technology  IT  manufacturing  mathematics  meteorology  modeling  simulation  physics  space  satellite  aerospace  
Modeling and performance analysis of RI-MAC under a star topology 期刊论文
COMPUTER COMMUNICATIONS, 2017, 卷号: 104, 页码: 134-144
作者:  Duan, Rongchang;  Zhao, Qinglin;  Zhang, Hanwen;  Zhang, Yujun;  Li, Zhongcheng
收藏  |  浏览/下载：72/0  |  提交时间：2019/12/12
RI-MAC  Modeling  Performance analysis  
TSocket: Thermal Sustainable Power Budgeting 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2016, 卷号: 21, 期号: 2, 页码: 22
作者:  Chen, Guoqing;  Xu, Yi;  Hu, Xing;  Guo, Xiangyang;  Ma, Jun;  Hu, Yu;  Xie, Yuan
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/13
Design  Management  Performance  Reliability  Power budgeting  performance optimization  thermal modeling  multicore system