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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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浏览/检索结果:
共14条,第1-10条
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FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188
作者:
Li, Xiaqing
;
Guo, Qi
;
Zhang, Guangyan
;
Ye, Siwei
;
He, Guanhua
;
Yao, Yiheng
;
Zhang, Rui
;
Hao, Yifan
;
Du, Zidong
;
Zheng, Weimin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/12/06
Deep learning
distributed hyper-parameter tuning (HPT) system
parallel computing
Scheduling of Real-Time Wireless Flows: A Comparative Study of Centralized and Decentralized Reinforcement Learning Approaches
期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:
Wang, Qi
;
Huang, Jianhui
;
Xu, Yongjun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Scheduling
timely-throughput
deep reinforcement learning
real-time wireless networks
distributed system
Knowledge Distillation for Travel Time Estimation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 12
作者:
Zhang, Haichao
;
Zhao, Fang
;
Wang, Chenxing
;
Luo, Haiyong
;
Xiong, Haoyu
;
Fang, Yuchen
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/05/20
Computational modeling
Trajectory
Roads
Global Positioning System
Predictive models
Estimation
Context modeling
Spatial-travel time estimation
temporal data mining
knowledge distillation
deep learning
Res-EMSA: Adaptive Adjustment of Innovation Based on Efficient Multihead Self-Attention in GNSS/INS Tightly Integrated Navigation System
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Xu, Hongfu
;
Luo, Haiyong
;
Wu, Zijian
;
Zhao, Fang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/05/20
Technological innovation
Global navigation satellite system
Navigation
Feature extraction
Adaptation models
Measurement uncertainty
Kalman filters
Deep learning
extended Kalman filter (EKF)
innovation matrix
integrated navigation
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:22/0
  |  
提交时间:2023/07/12
Deep learning
memory scheduling
runtime system
DNN accelerators
Multi-Node Acceleration for Large-Scale GCNs
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:
Sun, Gongjian
;
Yan, Mingyu
;
Wang, Duo
;
Li, Han
;
Li, Wenming
;
Ye, Xiaochun
;
Fan, Dongrui
;
Xie, Yuan
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2023/07/12
Deep learning
graph neural network
hardware accelerator
multi-node system
communication optimization
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:
Zou, Kaiwei
;
Wang, Ying
;
Cheng, Long
;
Qu, Songyun
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/12/07
Kernel
Computer architecture
Multicore processing
Deep learning
System-on-chip
Parallel processing
Real-time systems
Neural networks
parallel processing
real-time and embedded systems
single-chip multiprocessors
reinforcement learning
structured sparsity
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:
Wang, Chenxing
;
Zhao, Fang
;
Zhang, Haichao
;
Luo, Haiyong
;
Qin, Yanjun
;
Fang, Yuchen
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/07
Estimation
Trajectory
Task analysis
Urban areas
Roads
Data models
Global Positioning System
Spatial-temporal data mining
travel time estimation
meta learning
deep learning
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222
作者:
Du, Zidong
;
Guo, Qi
;
Zhao, Yongwei
;
Zeng, Xi
;
Li, Ling
;
Cheng, Limin
;
Xu, Zhiwei
;
Sun, Ninghui
;
Chen, Yunji
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/06/21
Deep learning
Central Processing Unit
Process control
Task analysis
Computational modeling
Pipelines
Runtime
Neural net accelerators
system architectures
interaction wall
Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning
期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 8, 页码: 32
作者:
Chi, Ce
;
Ji, Kaixuan
;
Song, Penglei
;
Marahatta, Avinab
;
Zhang, Shikui
;
Zhang, Fa
;
Qiu, Dehui
;
Liu, Zhiyong
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/12/01
data center
energy efficiency
deep reinforcement learning
multi-agent
scheduling algorithm
cooling system