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Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3253-3265
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Liu, Tianyu;  Wu, Haibin;  Liu, Yanhuan;  Wu, Meng;  Wu, Xinxin;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Accelerator  output activation  prediction  sparse convolutional neural network  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载:8/0  |  提交时间:2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
Enabling In-Network Floating-Point Arithmetic for Efficient Computation Offloading 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 12, 页码: 4918-4934
作者:  Cui, Penglai;  Pan, Heng;  Li, Zhenyu;  Zhang, Penghao;  Miao, Tianhao;  Zhou, Jianer;  Guan, Hongtao;  Xie, Gaogang
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Open area test sites  Arithmetic  Memory management  Task analysis  Training  Standards  Servers  In-network computation  computation offloading  floating-point operation  
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:  Li, Kun;  Yuan, Liang;  Zhang, Yunquan;  Chen, Gongwei
收藏  |  浏览/下载:30/0  |  提交时间:2022/12/07
Clustering algorithms  Training  Mathematical models  Computational modeling  Libraries  Kernel  Support vector machines  Distributed machine learning  scalable algorithm  large-scale clustering  parallel regression  
SF-Sketch: A Two-Stage Sketch for Data Streams 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 2263-2276
作者:  Liu, Lingtong;  Shen, Yulong;  Yan, Yibo;  Yang, Tong;  Shahzad, Muhammad;  Cui, Bin;  Xie, Gaogang
收藏  |  浏览/下载:53/0  |  提交时间:2020/12/10
Distributed databases  Monitoring  Bars  Frequency measurement  Registers  Fats  Hash functions  Network measurements  sketch  distributed monitoring  multiset  frequent items  
CLAP: Component-Level Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 卷号: 28, 期号: 8, 页码: 2190-2203
作者:  Han, Rui;  Huang, Siguang;  Wang, Zhentao;  Zhan, Jianfeng
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/12
Cloud online services  tail latency  result accuracy  component-level approximate processing  aggregated data points