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Search: "[ author: Heonchang Yu ]" (6)
    Technique to Reduce Container Restart for Improving Execution Time of Container Workflow in Kubernetes Environments
    Taeshin Kang, Heonchang Yu The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 91-101, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.91
    Keywords: resource management, Kubernetes, Container Workflow, Memory Oversubscription

    Performance Evaluation and Analysis on Single and Multi-Network Virtualization Systems with Virtio and SR-IOV
    Jaehak Lee, Jongbeom Lim, Heonchang Yu The Transactions of the Korea Information Processing Society, Vol. 13, No. 2, pp. 48-59, Feb. 2024
    https://doi.org/10.3745/TKIPS.2024.13.2.48
    Keywords: Cloud computing, Network, resource management, Virtualization, Hypervisor, SR-IOV, virtio

    Dynamic Resource Adjustment Operator Based on Autoscaling for Improving Distributed Training Job Performance on Kubernetes
    Jinwon Jeong, Heonchang Yu KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 205-216, Jul. 2022
    https://doi.org/10.3745/KTCCS.2022.11.7.205  
    Keywords: Kubeflow, Kubernetes, Distributed Deep Learning Training, Resource Adjustment Operator

    Transfer Learning Technique for Accelerating Learning of Reinforcement Learning-Based Horizontal Pod Autoscaling Policy
    Yonghyeon Jang, Heonchang Yu, SungSuk Kim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 4, pp. 105-112, Apr. 2022
    https://doi.org/10.3745/KTCCS.2022.11.4.105  
    Keywords: Kubernetes, Reinforcement Learning, Autoscaling

    A Monitoring Scheme Based on Artificial Intelligence in Mobile Edge Cloud Computing Environments
    JongBeom Lim, HeeSeok Choi, HeonChang Yu KIPS Transactions on Computer and Communication Systems, Vol. 7, No. 2, pp. 27-32, Feb. 2018
    10.3745/KTCCS.2018.7.2.27
    Keywords: Mobile Edge Cloud, Monitoring, Artificial Intelligence, Fault Tolerance

    Performance Optimization Strategies for Fully Utilizing Apache Spark
    Rohyoung Myung, Heonchang Yu, Sukyong Choi KIPS Transactions on Computer and Communication Systems, Vol. 7, No. 1, pp. 9-18, Jan. 2018
    10.3745/KTCCS.2018.7.1.9
    Keywords: Apache Spark, Performance Optimization, System Tuning

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