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Choi, Nakjung

  1. Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks
    2021/10/08 by Liu, Qiang, Choi, Nakjung, Han, Tao · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  2. Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions
    2022/07/29 by Liu, Qiang, Choi, Nakjung, Han, Tao · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  3. Atlas: Automate Online Service Configuration in Network Slicing
    2022/10/30 by Qiang Liu, Liu, Qiang, Nakjung Choi +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Software Engineering Research #Software System Performance and Reliability
  4. Learning-augmented Online Algorithm for Two-level Ski-rental Problem
    2024/02/09 by Zhang, Keyuan, Liu, Zhongdong, Choi, Nakjung +1 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. HexRAN: A Programmable Approach to Open RAN Base Station System Design
    2023/04/25 by A.C. Kak, Van‐Quan Pham, Kak, Ahan +5 · 1 citation
    Computer Science · Engineering · #Software-Defined Networks and 5G #Full-Duplex Wireless Communications #IPv6, Mobility, Handover, Networks, Security
  6. AdaSlicing: Adaptive Online Network Slicing under Continual Network Dynamics in Open Radio Access Networks
    2025/01/12 by Zhao, Ming, Zhang, Yuru, Liu, Qiang +2 · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)