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A Heuristic Big Data Processing Multi Task Efficient Deployment Method Based on QoS Aware Clustering and Bayesian Classification in Cloud Environment 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2025, 卷号: 18, 期号: 5, 页码: 2517-2530
作者:  Yu, ZiYuan;  Yang, Peng;  Wu, WanJing;  Tan, Liang;  Ye, DanLian;  She, Kun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Load management  Cloud computing  Big Data  Quality of service  Multitasking  Heuristic algorithms  Bayes methods  Virtual machines  Resource management  Real-time systems  big data  Bayesian classification  QoS-aware  multi-task deployment  
Statistical Multiplexing Gain Analysis of Centralized Open Radio Access Networks With Limited Cells and Heterogeneous Traffics 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 8, 页码: 13056-13074
作者:  Wang, Lu;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Shi, Ningzhe;  Tian, Lin;  Shi, Jinglin
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
Open RAN  STEM  Solid modeling  Multiplexing  Internet of Things  Heavily-tailed distribution  Telecommunication traffic  Quantization (signal)  Quality of service  Protocols  O-RAN  statistical multiplexing gain  limited number of cells  heterogeneous traffics  Gaussian mixture model  
Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective 期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 卷号: 43, 期号: 2, 页码: 510-523
作者:  Liu, Yi;  Geng, Nan;  Xu, Mingwei;  Yang, Yuan;  Dong, Enhuan;  Liu, Chenyi;  Gan, Qiaoyin;  Li, Qing;  Wu, Jianping
收藏  |  浏览/下载：40/0  |  提交时间：2025/06/25
Routing  Real-time systems  Feature extraction  Computational modeling  Clustering algorithms  Quality of service  Optimization models  Classification algorithms  Transforms  Topology  Traffic engineering  traffic matrix classification  machine learning  
Prioritized Assignment With Task Dependency in Collaborative Mobile Edge Computing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13505-13521
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Shi, Jinglin
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Task analysis  Delays  Servers  Collaboration  Quality of service  Cloud computing  Optimization  Average satisfaction degree  collaborative mobile edge computing  Monte Carlo tree search  prioritized assignment  task dependency  
Joint Coded Caching and Resource Allocation for Multimedia Service in Space-Air-Ground Integrated Networks 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: 72, 期号: 11, 页码: 6839-6853
作者:  Yin, Fangfang;  Liu, Qihong;  Liu, Danpu;  Zhang, Yu;  Jin, Libiao;  Li, Shufeng
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Quality of service  Millimeter wave communication  Space-air-ground integrated networks  Delays  Resource management  Streaming media  Optimization  SAGIN  coded caching  mmWave  resource allocation  swap matching  
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：37/0  |  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  
CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 4, 页码: 521-533
作者:  Cao, Kun;  Cui, Yangguang;  Li, Liying;  Zhou, Junlong;  Hu, Shiyan
收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06
Electronic healthcare  Quality of service  Graphics processing units  Central Processing Unit  Reliability  Machine learning  Estimation  CPU-GPU MPSoCs  machine learning  lifetime reliability  personalized digital healthcare  swarm intelligence  
HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2024, 卷号: 21, 期号: 3, 页码: 3358-3371
作者:  Li, Jian;  Zhao, Qinglin;  Teng, Shaohua;  Wu, Naiqi;  Li, Guanghui;  Sun, Yi
收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06
Servers  Data integrity  Image edge detection  Computational efficiency  Heuristic algorithms  Maintenance engineering  Quality of service  Edge data integrity  mobile edge computing  peredge one-round  signature aggregation  
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：33/0  |  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  
Suppressing the Interference Within a Datacenter: Theorems, Metric and Strategy 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 5, 页码: 732-750
作者:  Liu, Yuhang;  Deng, Xin;  Zhou, Jiapeng;  Chen, Mingyu;  Bao, Yungang
收藏  |  浏览/下载：50/0  |  提交时间：2024/05/20
Interference  Tail  Quality of service  Entropy  Throughput  Cloud computing  Resource management  Datacenter  high-throughput  performance uncertainty  quality of services (QoS)  resource contention