publications

2025

  1. QRL.png
    Quantum Reinforcement Learning for QoS-aware Real-time Job Scheduling in Cloud Systems
    Shuhong Dai, Nishant Saurabh, Qingle Wang, Jiawei Nian, Shuwen Kan, Ying Mao, and Long Cheng
    IEEE Systems Journal, 2025
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2024

  1. MARP.png
    MARP: A Cooperative Multi-Agent DRL System for Connected Autonomous Vehicle Platooning
    Shuhong Dai, Shike Li, Haichuan Tang, Xin Ning, Fang Fang, Yunxiao Fu, Qingle Wang, and Long Cheng
    IEEE Internet of Things Journal, 2024
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  2. nv-dram.png
    Approximate Data Mapping in Refresh-Free DRAM for Energy-Efficient Computing in Modern Mobile Systems
    Sen Li, Hui Jin, Yingke Gao, Ying Wang, Shuhong Dai, Yongjun Xu, and Long Cheng
    Computer Communications, 2024
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2023

  1. DataCompression.png
    Deep Reinforcement Learning for Efficient IoT Data Compression in Smart Railroad Management
    Xuan Chen, Qixuan Yu, Shuhong Dai, Pengfei Sun, Haichuan Tang, and Long Cheng
    IEEE Internet of Things Journal, 2023
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