中国科学院计算技术研究所机构知识库

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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
	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
	Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 12, 页码: 3772-3786 作者:  Wang, Tian;  Zhou, Junlong;  Li, Liying;  Zhang, Gongxuan;  Li, Keqin;  Hu, Xiaobo Sharon 收藏  |  浏览/下载：43/0  |  提交时间：2022/12/07 Cloud computing  Servers  Reliability  Business  Computer architecture  Real-time systems  Processor scheduling  Cloud service  deadline miss rate  multiserver configuration  profit maximization  soft error reliability
	Network-Aware Locality Scheduling for Distributed Data Operators in Data Centers 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1494-1510 作者:  Cheng, Long;  Wang, Ying;  Liu, Qingzhi;  Epema, Dick H. J.;  Liu, Cheng;  Mao, Ying;  Murphy, John 收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01 Distributed databases  Bandwidth  Scheduling  Data centers  Optimization  Processor scheduling  Big Data  Data locality  coflow scheduling  distributed operators  data centers  big data  SDN  metaheuristic
	Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 6, 页码: 4317-4328 作者:  Li, Liang;  Shi, Dian;  Hou, Ronghui;  Li, Xuanheng;  Wang, Jie;  Li, Hui;  Pan, Miao 收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01 Uncertainty  Optimization  Edge computing  Servers  Robustness  Processor scheduling  Internet of Things  Data-driven optimization  demand uncertainty  edge computing  resource provisioning