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DRS: A deep reinforcement learning enhanced Kubernetes scheduler for microservice-based system 期刊论文
SOFTWARE-PRACTICE & EXPERIENCE, 2023, 页码: 25
作者:  Jian, Zhaolong;  Xie, Xueshuo;  Fang, Yaozheng;  Jiang, Yibing;  Lu, Ye;  Dash, Ankan;  Li, Tao;  Wang, Guiling
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
deep reinforcement learning  Kubernetes scheduler  microservice scheduling  resource awareness  
AD(2)S: Adaptive anomaly detection on sporadic data streams 期刊论文
COMPUTER COMMUNICATIONS, 2023, 卷号: 209, 页码: 151-162
作者:  Liu, Fengrui;  Wang, Yang;  Li, Zhenyu;  Guan, Hongtao;  Xie, Gaogang
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Anomaly detection  Sporadic data  Data streams  Quality of service  
Search-Free Inference Acceleration for Sparse Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2156-2169
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Wu, Jigang;  Chang, Liang;  Liu, Peng;  Xu, Haobo
收藏  |  浏览/下载:29/0  |  提交时间:2022/12/07
Internal interconnection  memory bandwidth  sparse accelerators  sparse convolution neural networks (CNNs)  
ATOM: Architectural Support and Optimization Mechanism for Smart Contract Fast Update and Execution in Blockchain-Based IoT 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 11, 页码: 7959-7971
作者:  Li, Tao;  Fang, Yaozheng;  Jian, Zhaolong;  Xie, Xueshuo;  Lu, Ye;  Wang, Guiling
收藏  |  浏览/下载:24/0  |  提交时间:2022/12/07
Ethereum virtual machine (EVM)  smart contract  
Co-Active: A Workload-Aware Collaborative Cache Management Scheme for NVMe SSDs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1437-1451
作者:  Sun, Hui;  Dai, Shangshang;  Huang, Jianzhong;  Qin, Xiao
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Time factors  Nonvolatile memory  Memory management  Parallel processing  Sun  Protocols  Degradation  Cache management  NAND flash  solid state disks  proactive write back  
Improve the Resolution and Parallel Performance of the Three-Dimensional Refine Algorithm in RELION Using CUDA and MPI 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 2, 页码: 583-595
作者:  Zhang, Jingrong;  Wang, Zihao;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载:44/0  |  提交时间:2021/12/01
Memory management  Graphics processing units  Arrays  Statistical analysis  Three-dimensional displays  cryoEM  RELION  CUDA  statistical method  Top-k selection  
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:47/0  |  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  
Space-address decoupled scratchpad memory management for neural network accelerators 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:  Zhang, Zhenxing;  Sun, Shiyan;  Chen, Xunyu;  Zhi, Tian;  Guo, Qi;  Chen, Yunji
收藏  |  浏览/下载:70/0  |  提交时间:2020/12/10
deep neural network  memory management  scratchpad memory  
moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 646-661
作者:  Chen, Xiaoming;  Chen, Danny Ziyi;  Han, Yinhe;  Hu, Xiaobo Sharon
收藏  |  浏览/下载:310/0  |  提交时间:2019/04/03
Deep neural networks  graphics processing units  memory usage  
Constant IP Lookup With FIB Explosion 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 卷号: 26, 期号: 4, 页码: 1821-1836
作者:  Yang, Tong;  Xie, Gaogang;  Liu, Alex X.;  Fu, Qiaobin;  Li, Yanbiao;  Li, Xiaoming;  Mathy, Laurent
收藏  |  浏览/下载:74/0  |  提交时间:2019/12/10
IP lookup  FIB  SAIL  constant  IPv6