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DNA: A General Dynamic Neural Network Accelerator 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 9, 页码: 3210-3222
作者:  Liu, Lian;  Yu, Jinxin;  Wang, Mengdi;  Li, Xiaowei;  Han, Yinhe;  Wang, Ying
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Dynamic scheduling  Artificial neural networks  DNA  Processor scheduling  Loading  Prefetching  Runtime  Costs  Switches  Optimization  Dynamic NN  NPU design  accelerator  
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 8, 页码: 1560-1573
作者:  Zhu, He;  Li, Mingyu;  You, Haihang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Runtime  Codes  Computational modeling  Costs  Containers  Adaptation models  Parallel processing  Training  Schedules  Scalability  Serverless computing  HPC system  runtime optimization  execution model  
Identifying Optimal Workload Offloading Partitions for CPU-PIM Graph Processing Accelerators 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2025, 页码: 12
作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zhou, Wu;  Yan, Liang;  Chen, Xiaoming
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Program processors  Logic  Codes  Arrays  Runtime  Electronic mail  Accuracy  Very large scale integration  Training  Through-silicon vias  Graph processing  heterogenous systems  processing-in-memory (PIM)  reuse distance (RD)  workload offloading  
PDG: A Prefetcher for Dynamic Graph Updating 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 4, 页码: 1246-1259
作者:  Zhang, Xinmiao;  Liu, Cheng;  Ni, Jiacheng;  Cheng, Yuanqing;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：42/0  |  提交时间：2024/05/20
Prefetching  Arrays  Optimization  Runtime  Heuristic algorithms  Computers  Monitoring  Computer architecture  data prefetching  memory system  
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23
作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：75/0  |  提交时间：2023/12/04
Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling  
Dancing With Wolves: An Intra-Process Isolation Technique With Privileged Hardware 期刊论文
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2023, 卷号: 20, 期号: 3, 页码: 1959-1978
作者:  Wu, Chenggang;  Xie, Mengyao;  Wang, Zhe;  Zhang, Yinqian;  Lu, Kangjie;  Zhang, Xiaofeng;  Lai, Yuanming;  Kang, Yan;  Yang, Min;  Li, Tao
收藏  |  浏览/下载：77/0  |  提交时间：2023/12/04
Codes  Hardware  Kernel  Runtime  Security  Registers  Virtualization  Intra-process memory isolation  Intel supervisor-mode access prevention  
BitXpro: Regularity-Aware Hardware Runtime Pruning for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 1, 页码: 90-103
作者:  Li, Hongyan;  Lu, Hang;  Wang, Haoxuan;  Deng, Shengji;  Li, Xiaowei
收藏  |  浏览/下载：49/0  |  提交时间：2023/07/12
Deep learning accelerator  deep neural network (DNN)  hardware runtime pruning  
An Application-oblivious Memory Scheduling System for DNN Accelerators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 卷号: 19, 期号: 4, 页码: 26
作者:  Li, Jiansong;  Wang, Xueying;  Chen, Xiaobing;  Li, Guangli;  Dong, Xiao;  Zhao, Peng;  Yu, Xianzhi;  Yang, Yongxin;  Cao, Wei;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载：75/0  |  提交时间：2023/07/12
Deep learning  memory scheduling  runtime system  DNN accelerators  
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载：51/0  |  提交时间：2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor  
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：69/0  |  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