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ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 10, 页码: 1708-1720
作者:  Qi, Jiaxing;  Xiao, Wencong;  Li, Mingzhen;  Yang, Chaojie;  Li, Yong;  Lin, Wei;  Yang, Hailong;  Luan, Zhongzhi;  Qian, Depei
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Graphics processing units  Dynamic scheduling  Throughput  Processor scheduling  Pipelines  Costs  Quality of service  MIG  batch inference  scheduling system  machine learning  
IrGEMM: An Input-Aware Tuning Framework for Irregular GEMM on ARM and X86 CPUs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 9, 页码: 1672-1689
作者:  Wei, Cunyang;  Jia, Haipeng;  Zhang, Yunquan;  Yao, Jianyu;  Li, Chendi;  Cao, Wenxuan
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Kernel  Libraries  Computer architecture  Tuning  Layout  Optimization  Codes  Batch GEMM  code generation  compact GEMM  dynamic programming  TSMM  
An Instruction Inflation Analyzing Framework for Dynamic Binary Translators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 2, 页码: 25
作者:  Xie, Benyi;  Yan, Yue;  Yan, Chenghao;  Tao, Sicheng;  Zhang, Zhuangzhuang;  Li, Xinyu;  Lan, Yanzhi;  Wu, Xiang;  Liu, Tianyi;  Zhang, Tingting;  Zhang, Fuxin
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Dynamic binary translation  translation inflation  overhead analysis  
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:  Diao, Zulong;  Wang, Xin;  Zhang, Dafang;  Xie, Gaogang;  Chen, Jianguo;  Pei, Changhua;  Meng, Xuying;  Xie, Kun;  Zhang, Guangxing
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Forecasting  Convolutional neural networks  Predictive models  Roads  Real-time systems  Feature extraction  Tensors  Traffic forecasting  dynamic spatial-temporal graph networks  traffic sensor networks  smart city services  
A Deep Reinforcement Learning-Based Preemptive Approach for Cost-Aware Cloud Job Scheduling 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 3, 页码: 422-432
作者:  Cheng, Long;  Wang, Yue;  Cheng, Feng;  Liu, Cheng;  Zhao, Zhiming;  Wang, Ying
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Cloud computing  Processor scheduling  Real-time systems  Costs  Quality of service  Time factors  Dynamic scheduling  DRL  job scheduling  preemptive mechanism  optimization  
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 6, 页码: 22
作者:  Zhang, Weigang;  Qi, Zhaobo;  Wang, Shuhui;  Su, Chi;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04
Event recognition  temporal concept receptive field  dynamic convolution  
DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information  
Dynamic graph neural network-based fraud detectors against collaborative fraudsters 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 278, 页码: 12
作者:  Ren, Lingfei;  Hu, Ruimin;  Li, Dengshi;  Liu, Yang;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04
Telecom fraud detection  Collaborative fraud  Semi -supervised learning  Dynamic graph neural network  
4D facial analysis: A survey of datasets, algorithms and applications 期刊论文
COMPUTERS & GRAPHICS-UK, 2023, 卷号: 115, 页码: 423-445
作者:  Liu, Yong-Jin;  Wang, Baodong;  Gao, Lin;  Zhao, Junli;  Yi, Ran;  Yu, Minjing;  Pan, Zhenkuan;  Gu, Xianfeng
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
4D facial datasets  4D face analysis  Dynamic facial expressions  
DyPipe: A Holistic Approach to Accelerating Dynamic Neural Networks with Dynamic Pipelining 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 4, 页码: 899-910
作者:  Zhuang, Yi-Min;  Hu, Xing;  Chen, Xiao-Bing;  Zhi, Tian
收藏  |  浏览/下载：9/0  |  提交时间：2024/05/20
dynamic neural network (NN)  deep neural network (DNN) accelerator  dynamic pipelining