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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  
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  
Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5799-5817
作者:  Lv, Gerui;  Wu, Qinghua;  Tan, Qingyue;  Wang, Weiran;  Li, Zhenyu;  Xie, Gaogang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Adaptive streaming  mobile internet  QoE improvement  throughput prediction  
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：11/0  |  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  
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 3, 页码: 405-420
作者:  Jia, Linpeng;  Liu, Yanxiu;  Wang, Keyuan;  Sun, Yi
收藏  |  浏览/下载：18/0  |  提交时间：2024/05/20
Sharding  Protocols  Throughput  Blockchains  Estuaries  Sun  Receivers  Blockchain  low cross-shard  sharding  state model  
区块链星型分片架构通量模型及应用 期刊论文
软件学报, 2023, 卷号: 34, 期号: 9, 页码: 4294
作者:  王柯元;  姜鑫;  贾林鹏;  段田田;  孙毅
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
blockchain  parallelization  sharding  starlike sharding structure  throughput model  区块链  并行化  分片  星型分片架构  通量模型  
A Bilayer Scalable Nakamoto Consensus Protocol for Blockchain Systems 期刊论文
IEEE NETWORK, 2022, 卷号: 36, 期号: 3, 页码: 174-182
作者:  Jiao, Zhenzhen;  Tian, Rui;  Shang, Dezhong;  Ding, Hui;  Zhang, Baoxian;  Li, Cheng
收藏  |  浏览/下载：36/0  |  提交时间：2022/12/07
Measurement  Leadership  Voting  Scalability  Throughput  Consensus protocol  Security  
Intelligent Recommendation-Based User Plane Handover With Enhanced TCP Throughput in Ultra-Dense Cellular Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 1, 页码: 595-610
作者:  Peng, Yan;  Zhou, Yiqing;  Liu, Ling;  Li, Jintao;  Pan, Zhengang;  Sun, Gangcan
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Handover  Throughput  Wireless communication  Interference  Signal to noise ratio  Trajectory  Packet loss  Intelligent recommendation  simultaneous connection  TCP throughput  user plane handover  
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:  Zhang, Enze;  Zhang, Boheng;  Hu, Shaohan;  Zhang, Fa;  Liu, Zhiyong;  Wan, Xiaohua
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Protein pattern recognition  DNNs  Multi-class and multi-label  Label imbalance  High-throughput microscopy images  
A Two-Layered Incentive Scheme for Cooperation in Sliced 5G D2D Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 卷号: 69, 期号: 11, 页码: 13289-13304
作者:  Sun, Qian;  Tian, Lin;  Zhou, Yiqing;  Shi, Jinglin;  Wang, Yuanyuan;  Zhang, Zongshuai
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Device-to-device communication  Incentive schemes  Relays  Throughput  Indexes  5G mobile communication  Resource management  D2D cooperation  incentive resource allocation  network slicing  slice isolation