Search Results - "Taeheum Na"

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  1. 1

    Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework by Bazarov Ravshan Ugli, Dilshod, Mohammed, Alaelddin F Y, Na, Taeheum, Lee, Joohyung

    Published in Sensors (Basel, Switzerland) (01-04-2024)
    “…Video surveillance systems are integral to bolstering safety and security across multiple settings. With the advent of deep learning (DL), a specialization…”
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    Journal Article
  2. 2

    Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks by Na, Minsu, Cho, Suhyun, Solat, Faranaksadat, Na, Taeheum, Lee, Joohyung

    Published in IEEE access (2024)
    “…This paper designs a novel energy-efficient hybrid federated and centralized learning (HFCL) framework for training wireless traffic prediction models in…”
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    Journal Article
  3. 3

    Optimal service placement using Pseudo service chaining mechanism for cloud-based multimedia services by Na, Taeheum, Park, Pyungkoo, Ryu, Hoyong, Kim, TaeYeon, Kim, Jinsul, Park, Jaehyung

    Published in Multimedia tools and applications (01-11-2021)
    “…Network function virtualization based service chaining has recently received significant attention. In cloud environment, virtual machine typically be…”
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    Journal Article
  4. 4

    Cloud-based service function chaining with distributed VMs and its underlay-aware improvement by Taeheum Na, JongWon Kim

    “…In this paper, we discuss about how to orchestrate service function chaining (SFC) with distributed cloud VMs (virtual machines). By introducing an automated…”
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    Conference Proceeding
  5. 5

    An implementation of network computing testbed system on open source virtualized cloud by Sunghyun Yoon, Taeheum Na, HoSun Yoon, Ho-Yong Ryu

    “…Virtualized cloud infra have been increasing gradually due to the cost savings and operational efficiency. Virtualization technology has spread to all areas of…”
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    Conference Proceeding
  6. 6

    An implementation of web-RTC based audio/video conferencing system on virtualized cloud by Yoon, Sunghyun, Na, Taeheum, Ryu, Ho-Yong

    “…Audio/video conferencing system have been increasing gradually due to enhancement of work productivity and deduction of expenditure. In this paper, we…”
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    Conference Proceeding Journal Article
  7. 7

    Running lifecycle experiments over SDN-enabled OF@TEIN testbed by Risdianto, Aris Cahyadi, Taeheum Na, JongWon Kim

    “…Managing the lifecycle of service-realization experiments in Future Internet testbed environments is very challenging due to the unbounded scope of user-driven…”
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    Conference Proceeding
  8. 8

    Design and implementation of virtual network function development toolkit by Sunghyun Yoon, Taeheum Na, Hosun Yoon, Ho-Yong Ryu

    “…Recently, Network Function Virtualization (NFV) has been getting the attention for reason of operational efficiency, cost savings and service scalability. The…”
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    Conference Proceeding
  9. 9

    Agile and economic media-centric service realization over Software-Defined Infrastructure by Jong Won Kim, Taeheum Na, Risdianto, Aris Cahyadi, ByungRae Cha, Sun Park

    “…The lifecycle management of service realization is very challenging. With virtualized playgrounds over Future Internet testbeds, the lifecycle experiments…”
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    Conference Proceeding
  10. 10

    How to Create a Network Slice? - A 5G Core Network Perspective by Lee, Wangbong, Na, Taeheum, Kim, Jeongyun

    “…Initially, the 5G system architecture is required with very diverse and extreme requirements. These requirements related with four main mega trends. Those are…”
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    Conference Proceeding
  11. 11

    Device Independent YANG Auto-generation Mechanism by Park, Pyungkoo, Na, Taeheum, Kim, TaeYeon

    “…With the increasing demand for network capacity, the scale of network infrastructure has been extending, and it has consisted of a number of network devices…”
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    Conference Proceeding
  12. 12

    Dynamic Load Balancing Mechanism in Mobile Gateway with Heterogeneous Network by Na, Taeheum, Ryu, Hoyong, Kim, TaeYeon, Park, Jaehyung, Hong, SangJin, Park, Pyungkoo

    “…Due to the increasing popularity and the need for cloud computing systems, new paradigms and models such as fog and edge computing have recently emerged. The…”
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    Conference Proceeding