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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:6/0  |  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:5/0  |  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:58/0  |  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  
Real-time smoothing for network adaptive video streaming 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2005, 卷号: 16, 期号: 4-5, 页码: 512-526
作者:  Gao, K;  Gao, W;  He, SM;  Zhang, YA
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/16
real-time scheduling  scalable streaming  fine granularity scalable  smoothing  network adaptive