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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：11/0  |  提交时间：2023/12/04
deep reinforcement learning  Kubernetes scheduler  microservice scheduling  resource awareness  
DOE: database offloading engine for accelerating SQL processing 期刊论文
DISTRIBUTED AND PARALLEL DATABASES, 2023, 页码: 25
作者:  Kong, Hao;  Lu, Wenyan;  Chen, Yan;  Wu, Jingya;  Zhang, Yu;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/04
Database  Hardware  software co-design  Heterogeneous system  Analytic query processing  
Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection  
Are Neural Ranking Models Robust? 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 2, 页码: 36
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Robustness  Ranking Models  Systematic Analysis  
BPR: An Erasure Coding Batch Parallel Repair Approach in Distributed Storage Systems 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 44509-44518
作者:  Song, Ying;  Zhao, Wenxuan;  Wang, Bo
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Distributed processing  Business process re-engineering  Traffic congestion  Encoding  Full-duplex system  Decoding  Bandwidth  Storage management  Distributed storage system  erasure coding  data recovery  
Fast and accurate variable batch size convolution neural network training on large scale distributed systems 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 26
作者:  Hu, Zhongzhe;  Xiao, Junmin;  Sun, Ninghui;  Tan, Guangming
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
deep learning  distributed computing  ImageNet-1K  large-batch training  synchronous SGD  
Oops! It's Too Late. Your Autonomous Driving System Needs a Faster Middleware 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 7301-7308
作者:  Wu, Tianze;  Wu, Baofu;  Wang, Sa;  Liu, Liangkai;  Liu, Shaoshan;  Bao, Yungang;  Shi, Weisong
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Embedded systems for robotic and automation  software architecture for robotic and automation  distributed robot systems  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster  
TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 4, 页码: 778-791
作者:  Niu, Songjie;  Chen, Shimin
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
performance modeling  distributed graph computation  deep learning  transfer learning  
Research on time synchronization of linear pulse-coupled oscillators model with delay in nearest neighbor wireless multi-hop networks 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2021, 卷号: 17, 期号: 7, 页码: 12
作者:  Cui, Lizhen;  Cao, Jian;  An, Zhulin;  Yang, Yong;  Guo, Qianqian
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Wireless sensor networks  time synchronization  delay  pulse-coupled oscillators model  nearest neighbor communication