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Characterizing and Understanding HGNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Kernel  Semantics  Aggregates  Mercury (metals)  Motion pictures  Graphics processing units  Electric breakdown  Heterogeneous graph neural networks  GNNs  characterization  execution semantic  execution pattern  
Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 5011-5054
作者:  Potorti, Francesco;  Torres-Sospedra, Joaquin;  Quezada-Gaibor, Darwin;  Jimenez, Antonio Ramon;  Seco, Fernando;  Perez-Navarro, Antoni;  Ortiz, Miguel;  Zhu, Ni;  Renaudin, Valerie;  Ichikari, Ryosuke;  Shimomura, Ryo;  Ohta, Nozomu;  Nagae, Satsuki;  Kurata, Takeshi;  Wei, Dongyan;  Ji, Xinchun;  Zhang, Wenchao;  Kram, Sebastian;  Stahlke, Maximilian;  Mutschler, Christopher;  Crivello, Antonino;  Barsocchi, Paolo;  Girolami, Michele;  Palumbo, Filippo;  Chen, Ruizhi;  Wu, Yuan;  Li, Wei;  Yu, Yue;  Xu, Shihao;  Huang, Lixiong;  Liu, Tao;  Kuang, Jian;  Niu, Xiaoji;  Yoshida, Takuto;  Nagata, Yoshiteru;  Fukushima, Yuto;  Fukatani, Nobuya;  Hayashida, Nozomi;  Asai, Yusuke;  Urano, Kenta;  Ge, Wenfei;  Lee, Nien-Ting;  Fang, Shih-Hau;  Jie, You-Cheng;  Young, Shawn-Rong;  Chien, Ying-Ren;  Yu, Chih-Chieh;  Ma, Chengqi;  Wu, Bang;  Zhang, Wei;  Wang, Yankun;  Fan, Yonglei;  Poslad, Stefan;  Selviah, David R.;  Wang, Weixi;  Yuan, Hong;  Yonamoto, Yoshitomo;  Yamaguchi, Masahiro;  Kaichi, Tomoya;  Zhou, Baoding;  Liu, Xu;  Gu, Zhining;  Yang, Chengjing;  Wu, Zhiqian;  Xie, Doudou;  Huang, Can;  Zheng, Lingxiang;  Peng, Ao;  Jin, Ge;  Wang, Qu;  Luo, Haiyong;  Xiong, Hao;  Bao, Linfeng;  Zhang, Pushuo;  Zhao, Fang;  Yu, Chia-An;  Hung, Chun-Hao;  Antsfeld, Leonid;  Chidlovskii, Boris;  Jiang, Haitao;  Xia, Ming;  Yan, Dayu;  Li, Yuhang;  Dong, Yitong;  Silva, Ivo;  Pendao, Cristiano;  Meneses, Filipe;  Nicolau, Maria Joao;  Costa, Antonio;  Moreira, Adriano;  De Cock, Cedric;  Plets, David;  Opiela, Miroslav;  Dzama, Jakub;  Zhang, Liqiang;  Li, Hu;  Chen, Boxuan;  Liu, Yu;  Yean, Seanglidet;  Lim, Bo Zhi;  Teo, Wei Jie;  Lee, Bu Sung;  Oh, Hong Lye
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Sensor phenomena and characterization  Indoor navigation  Testing  Standards  Satellite broadcasting  Recurrent neural networks  Received signal strength indicator  Indoor positioning and navigation  evaluation  smartphone-based positioning  foot-mounted IMU  positioning in industrial scenarios and factories  vehicle-positioning  
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 2, 页码: 86-89
作者:  Wang, Lei;  Xiong, Xingwang;  Zhan, Jianfeng;  Gao, Wanling;  Wen, Xu;  Kang, Guoxin;  Tang, Fei
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
Microarchitecture  Tools  Measurement  Pipelines  Java  Entropy  Runtime  Whole-picture workload characterization  intermediate representation  ISA  microarchitecture  
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：41/0  |  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  
Characterizing and Understanding GCNs on GPU 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2020, 卷号: 19, 期号: 1, 页码: 22-25
作者:  Yan, Mingyu;  Chen, Zhaodong;  Deng, Lei;  Ye, Xiaochun;  Zhang, Zhimin;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Graph convolutional neural networks  characterization  execution pattern  GPU  
Understanding Big Data Analytics Workloads on Modern Processors 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1797-1810
作者:  Jia, Zhen;  Zhan, Jianfeng;  Wang, Lei;  Luo, Chunjie;  Gao, Wanling;  Jin, Yi;  Han, Rui;  Zhang, Lixin
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/12
Big data analytics  workload characterization  micro-architectural characteristics  performance optimization