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Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction 期刊论文
CONNECTION SCIENCE, 2022, 卷号: 34, 期号: 1, 页码: 1252-1272
作者:  Zhao, Chuan;  Li, Xin;  Shao, Zezhi;  Yang, HongJi;  Wang, Fei
收藏  |  浏览/下载：32/0  |  提交时间：2022/12/07
Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network  
A Machine Learning-Based Framework for Dynamic Selection of Congestion Control Algorithms 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2022, 页码: 16
作者:  Zhou, Jianer;  Qiu, Xinyi;  Li, Zhenyu;  Li, Qing;  Tyson, Gareth;  Duan, Jingpu;  Wang, Yi;  Pan, Heng;  Wu, Qinghua
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Congestion control  eBPF  machine learning  
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 5, 页码: 1200-1220
作者:  Liu, Lei;  Ma, Xiu;  Liu, Hua-Xiao;  Li, Guang-Li;  Liu, Lei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
deep learning accelerator  programming framework  domain-specific language  
Scalable Intra Coding Optimization for Video Coding 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 10, 页码: 7092-7106
作者:  Zhang, Jiaqi;  Wang, Meng;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Encoding  Complexity theory  Optimization  Standards  Transforms  Electronic mail  Urban areas  AVS3  block partition  inherited information  intra coding optimization  
Neural Network Pruning by Recurrent Weights for Finance Market 期刊论文
ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 卷号: 22, 期号: 3, 页码: 23
作者:  Pei, Songwen;  Wu, Yusheng;  Guo, Jin;  Qiu, Meikang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Channel pruning  neural networks  recurrent weights  finance market  
Accelerating Data Transfer in Dataflow Architectures Through a Look-Ahead Acknowledgment Mechanism 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 4, 页码: 942-959
作者:  Feng, Yu-Jing;  Li, De-Jian;  Tan, Xu;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Li, Wen-Ming;  Wang, Da;  Zhang, Hao;  Tang, Zhi-Min
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
dataflow model  control-ow model  high-performance computing application  data transfer  power efficiency  
A synergistic reinforcement learning-based framework design in driving automation 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2022, 卷号: 101, 页码: 15
作者:  Qi, Yuqiong;  Hu, Yang;  Wu, Haibin;  Li, Shen;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Autonomous Driving  Heterogeneous Multicore AI Accelerator  Criteria  Reinforcement Learning  Scheduling  
NfvInsight: A Framework for Automatically Deploying and Benchmarking VNF Chains 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 3, 页码: 680-698
作者:  Xu, Tian-Ni;  Sun, Hai-Feng;  Zhang, Di;  Zhou, Xiao-Ming;  Sui, Xiu-Feng;  Wang, Sa;  Huang, Qun;  Bao, Yun-Gang
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
network function virtualization (NFV)  service chain  performance bottleneck  network stack latency  
Taming Process Variations in CNFET for Efficient Last-Level Cache Design 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2022, 卷号: 30, 期号: 4, 页码: 418-431
作者:  Xu, Dawen;  Feng, Zhuangyu;  Liu, Cheng;  Li, Li;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
CNTFETs  Delays  Transistors  Layout  Very large scale integration  Radio frequency  Energy consumption  nanotube field-effect transistor (CNFET)  last-level cache (LLC)  process variation (PV)  variation-aware cache  
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 124, 页码: 11
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Yue, Hengshan;  Li, Jiansong;  Liu, Lei;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Edge intelligence  Deep learning  Neural network compression