中国科学院计算技术研究所机构知识库

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	PIMCOMP: An End-to-End DNN Compiler for Processing-In-Memory Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1745-1759 作者:  Sun, Xiaotian;  Wang, Xinyu;  Li, Wanqian;  Han, Yinhe;  Chen, Xiaoming 收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25 Hardware  Optimization  Artificial neural networks  Pipelines  Parallel processing  Biological system modeling  Resource management  Adaptation models  Scheduling  Memory management  Deep neural network (DNN)  end-to-end compiler  processing-in-memory (PIM) accelerator  system-level optimization
	VastPipe: A High-Throughput Inference System via Adaptive Space-Division Multiplexing for Diverse Accelerators 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 444-463 作者:  Ma, Li-Xian;  Wang, Le-Ping;  Shao, En;  Cao, Rong-Yu;  Tan, Guang-Ming 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 cluster scheduling  resource management  reinforcement learning  DNN accelerator
	Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13222-13239 作者:  Tan, Xinrui;  Li, Hongjia;  Xie, Xiaofei;  Guo, Lu;  Ansari, Nirwan;  Huang, Xueqing;  Wang, Liming;  Xu, Zhen;  Liu, Yang 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 Deep learning  Computational modeling  Adaptation models  Task analysis  Processor scheduling  Schedules  Reinforcement learning  Deep learning inference serving systems  edge computing  efficient deep learning inference  reinforcement learning
	Age of Information Based Client Selection for Wireless Federated Learning With Diversified Learning Capabilities 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 14934-14945 作者:  Dong, Liran;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Zhang, Yu 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 Training  Computational modeling  Servers  Data models  Wireless communication  Mobile computing  Accuracy  Federated learning (FL)  age of information (AoI)  client selection  fairness scheduling
	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：20/0  |  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
	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：16/0  |  提交时间：2024/12/06 Scheduling  timely-throughput  deep reinforcement learning  real-time wireless networks  distributed system
	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：16/0  |  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
	A multipath scheduler based on cross-layer information for low-delay applications in 5G edge networks 期刊论文 COMPUTER NETWORKS, 2024, 卷号: 244, 页码: 12 作者:  Zhao, Baosen;  Yang, Wanghong;  Du, Wenji;  Ren, Yongmao;  Sun, Jianan;  Wu, Qinghua;  Zhou, Xu 收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06 Cloud VR  5G edge network  Multipath scheduling  Delay prediction  Cross-layer awareness
	Toward Network-Aware Query Execution Systems in Large Datacenters 期刊论文 IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4494-4504 作者:  Cheng, Long;  Wang, Ying;  Jhaveri, Rutvij H.;  Wang, Qingle;  Mao, Ying 收藏  |  浏览/下载：21/0  |  提交时间：2024/05/20 Query data operator  coflow scheduling  network communication  performance optimizations  datacenters
	SpecWands: An Efficient Priority-Based Scheduler Against Speculation Contention Attacks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 12, 页码: 4477-4490 作者:  Tang, Bowen;  Wu, Chenggang;  Yew, Pen-Chung;  Zhang, Yinqian;  Xie, Mengyao;  Lai, Yuanming;  Kang, Yan;  Wang, Wei;  Wei, Qiang;  Wang, Zhe 收藏  |  浏览/下载：59/0  |  提交时间：2024/05/20 Resource contention  scheduling strategy  simultaneous multithreading (SMT)  transient execution attack (TEA)