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DPU-Direct: Unleashing Remote Accelerators via Enhanced RDMA for Disaggregated Datacenters 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2024, 卷号: 73, 期号: 8, 页码: 2081-2095
作者:  Liao, Yunkun;  Wu, Jingya;  Lu, Wenyan;  Li, Xiaowei;  Yan, Guihai
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Central Processing Unit  Engines  Jitter  Computers  Pipelines  Programming  Encryption  Disaggregated datacenter  SmartNIC  RDMA  hardware accelerator  
GAS: General-Purpose In-Memory-Computing Accelerator for Sparse Matrix Multiplication 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2024, 卷号: 73, 期号: 6, 页码: 1427-1441
作者:  Zhang, Xiaoyu;  Li, Zerun;  Liu, Rui;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Sparse matrices  FeFETs  Computer architecture  Arrays  Nonvolatile memory  Microprocessors  Vectors  Sparse matrix multiplication  in-memory computing  SpMV  SpMSpV  SpMM  SpMSpM  
On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault  
Modeling and Analysis of Thermal Covert Channel Attacks in Many-core Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 494-500
作者:  Wang, Shengjie;  Wang, Xiaohang;  Jiang, Yingtao;  Singh, Amit Kumar;  Yang, Mei;  Huang, Letian
收藏  |  浏览/下载：21/0  |  提交时间：2023/07/12
Computational modeling  Receivers  Transmitters  Encoding  Bit error rate  Signal to noise ratio  Thermal conductivity  Many-core systems  thermal covert channel  analytical model  
IVP: An Intelligent Video Processing Architecture for Video Streaming 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 1, 页码: 264-277
作者:  Gao, Chengsi;  Wang, Ying;  Han, Yinhe;  Chen, Weiwei;  Zhang, Lei
收藏  |  浏览/下载：20/0  |  提交时间：2023/07/12
Video enhancement  compressed video  DNN  approximate computing  optical flow  accelerator  
Multi-Node Acceleration for Large-Scale GCNs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：36/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
JBNN: A Hardware Design for Binarized Neural Networks Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3203-3214
作者:  Fu, Rongliang;  Huang, Junying;  Wu, Haibin;  Ye, Xiaochun;  Fan, Dongrui;  Ho, Tsung-Yi
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Superconducting  single-flux-quantum  accelerator  binarized neural network  
A Systematic View of Model Leakage Risks in Deep Neural Network Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267
作者:  Hu, Xing;  Liang, Ling;  Chen, Xiaobing;  Deng, Lei;  Ji, Yu;  Ding, Yufei;  Du, Zidong;  Guo, Qi;  Sherwood, Tim;  Xie, Yuan
收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12
Domain-specific architecture  deep learning security  model security  
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:  Zou, Kaiwei;  Wang, Ying;  Cheng, Long;  Qu, Songyun;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/07
Kernel  Computer architecture  Multicore processing  Deep learning  System-on-chip  Parallel processing  Real-time systems  Neural networks  parallel processing  real-time and embedded systems  single-chip multiprocessors  reinforcement learning  structured sparsity  
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：36/0  |  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