Search Results - "Jeon, Youbin"

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  1. 1
    Hierarchical Network Data Analytics Framework for 6G Network Automation: Design and Implementation

    Hierarchical Network Data Analytics Framework for 6G Network Automation: Design and Implementation by Jeon, Youbin, Pack, Sangheon

    Published in IEEE internet computing (01-03-2024)
    “…To mitigate the complexity of modularized network function (NF) management in 5G, automated network operation and management are indispensable, and, therefore,…”
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  2. 2
    Sensing Quality-Aware Task Allocation for Multidimensional Vehicular Urban Sensing

    Sensing Quality-Aware Task Allocation for Multidimensional Vehicular Urban Sensing by Baek, Hosung, Ko, Haneul, Kim, Joonwoo, Jeon, Youbin, Pack, Sangheon

    Published in IEEE internet of things journal (01-06-2023)
    “…Vehicular sensing has become attracting an increasing research interest for cost-effective monitoring in urban areas. Even though multiple types of sensing…”
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  3. 3
    Sensing Quality-aware Task Allocation for Multi-dimensional Vehicular Urban Sensing

    Sensing Quality-aware Task Allocation for Multi-dimensional Vehicular Urban Sensing by Baek, Hosung, Ko, Haneul, Kim, Joonwoo, Jeon, Youbin, Pack, Sangheon

    Published in IEEE internet of things journal (07-01-2023)
    “…Vehicular sensing has become attracting an increasing research interest for cost-effective monitoring in urban areas. Even though multiple types of sensing…”
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  4. 4
    A Distributed NWDAF Architecture for Federated Learning in 5G

    A Distributed NWDAF Architecture for Federated Learning in 5G by Jeon, Youbin, Jeong, Hyeonjae, Seo, Sangwon, Kim, Taeyun, Ko, Haneul, Pack, Sangheon

    “…For network automation and intelligence in 5G, the network data analytics function (NWDAF) has been introduced as a new network function. However, the existing…”
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  5. 5
    Hierarchical Network Data Analytics Framework for B5G Network Automation: Design and Implementation

    Hierarchical Network Data Analytics Framework for B5G Network Automation: Design and Implementation by Jeon, Youbin, Pack, Sangheon

    Published 28-09-2023
    “…5G introduced modularized network functions (NFs) to support emerging services in a more flexible and elastic manner. To mitigate the complexity in such…”
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  6. 6
    Mobility-Aware Optimal Task Offloading in Distributed Edge Computing

    Mobility-Aware Optimal Task Offloading in Distributed Edge Computing by Jeon, Youbin, Baek, Hosung, Pack, Sangheon

    “…To cope with limited capabilities of mobile devices, task offloading in distributed edge computing (DEC) environments is perceived as a promising solution…”
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  7. 7
    CheckBullet: A Lightweight Checkpointing System for Robust Model Training on Mobile Networks

    CheckBullet: A Lightweight Checkpointing System for Robust Model Training on Mobile Networks by Jeon, Youbin, Choi, Hongrok, Jeong, Hyeonjae, Jung, Daeyoung, Pack, Sangheon

    Published in IEEE transactions on mobile computing (01-12-2024)
    “…Training on time-series data generated from mobile networks is a resource-intensive and time-consuming task that encounters various training failures. To cope…”
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