Search Results - "Kim, Taewoon"

Optimal Resource Provisioning and Task Offloading for Network-Aware and Federated Edge Computing by Nugroho, Avilia Kusumaputeri, Shioda, Shigeo, Kim, Taewoon

“…Compared to cloud computing, mobile edge computing (MEC) is a promising solution for delay-sensitive applications due to its proximity to end users. Because of…”
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Resource Management in Cloud Radio Access Network: Conventional and New Approaches by Rodoshi, Rehenuma Tasnim, Kim, Taewoon, Choi, Wooyeol

“…Cloud radio access network (C-RAN) is a promising mobile wireless sensor network architecture to address the challenges of ever-increasing mobile data traffic…”
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Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices by Cho, Chiwoo, Choi, Wooyeol, Kim, Taewoon

“…Internet of Things (IoT) devices bring us rich sensor data, such as images capturing the environment. One prominent approach to understanding and utilizing…”
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A Survey on Heterogeneity Taxonomy, Security and Privacy Preservation in the Integration of IoT, Wireless Sensor Networks and Federated Learning by Mengistu, Tesfahunegn Minwuyelet, Kim, Taewoon, Lin, Jenn-Wei

“…Federated learning (FL) is a machine learning (ML) technique that enables collaborative model training without sharing raw data, making it ideal for Internet…”
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Robust Long-Term Vehicle Trajectory Prediction Using Link Projection and a Situation-Aware Transformer by Kim, Minsung, Kwak, Byung Il, Hou, Jong-Uk, Kim, Taewoon

“…The trajectory prediction of a vehicle emerges as a pivotal component in Intelligent Transportation Systems. On urban roads where external factors such as…”
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Effect of Physical Exercise on Mitochondrial Dysfunction and Purkinje Cell Survival in the Cerebellum of 3xTg-AD Mice by Jin, Youngyun, Kim, Taewan, Kim, Taewoon

“…BACKGROUNDThe cerebellum is an area of the brain that is prone to damage in individuals with Alzheimer's disease (AD). As a non-pharmacological intervention…”
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Alteration of Neural Network and Hippocampal Slice Activation through Exosomes Derived from 5XFAD Nasal Lavage Fluid by Kim, Sangseong, Jeon, Jaekyong, Ganbat, Dulguun, Kim, Taewoon, Shin, Kyusoon, Hong, Sungho, Hong, Jongwook

“…Exosomes, key mediators of intercellular transmission of pathogenic proteins, such as amyloid-beta and tau, significantly influence the progression and…”
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Optimal User Association Strategy for Large-Scale IoT Sensor Networks with Mobility on Cloud RANs by Kim, Taewoon, Chun, Chanjun, Choi, Wooyeol

“…In networking systems such as cloud radio access networks (C-RAN) where users receive the connection and data service from short-range, light-weight base…”
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Multi-Step Peak Power Forecasting with Constrained Conditional Transformer for a Large-Scale Manufacturing Plant by Kim, Nahyeon, Balaraman, Aravindh, Lee, Keunwoo, Kim, Taewoon

“…Despite of its importance and potential, the research on the peak power forecasting has received little attention. The decrease of the peak power not only…”
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Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications by Kim, Junyoung, Jo, Uhyeong, Kim, Taewoon, Jung, Soyi, Kim, Joongheon

“…This paper presents practical scenarios for drone-based networking systems, specifically focusing on LTE-capable sensor-to-drone intermittent transmission over…”
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Understanding the role of soluble proteins and exosomes in non-invasive urine-based diagnosis of preeclampsia by Kim, Taewoon, Choodinatha, Harshitha Kallubhavi, Kim, Kwang Sik, Shin, Kyusoon, Kim, Hyeon Ji, Park, Jee Yoon, Hong, Jong Wook, Lee, Luke P.

“…Preeclampsia is a hypertensive disorder of pregnancy that can lead to stillbirth and preterm birth if not treated promptly. Currently, the diagnosis of…”
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Optimal Model Transfer and Dynamic Parameter Server Selection for Efficient Federated Learning in IoT-Edge Systems With Non-IID Data by Minwuyelet Mengistu, Tesfahunegn, Lin, Jenn-Wei, Kuo, Po-Hsien, Kim, Taewoon

“…Distributed and privacy-preserving federated learning (FL) has been associated with edge computing systems for developing intelligent IoT applications…”
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Optimal Container Migration for Mobile Edge Computing: Algorithm, System Design and Implementation by Kim, Taewoon, Al-Tarazi, Motassem, Lin, Jenn-Wei, Choi, Wooyeol

“…Edge computing is a promising alternative to cloud computing for offloading computationally heavy tasks from resource-constrained mobile user devices. Placed…”
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Fuzzy Logic and Accelerated Reinforcement Learning-Based User Association for Dense C-RANs by Rodoshi, Rehenuma Tasnim, Kim, Taewoon, Choi, Wooyeol

“…Cloud radio access network (C-RAN) is a potential mobile network architecture providing seamless connectivity to users with high data rates by integrating it…”
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Profitable and Energy-Efficient Resource Optimization for Heterogeneous Cloud-Based Radio Access Networks by Kim, Taewoon, Chang, J. Morris

“…As network operators invest more and more in infrastructure to keep up with the ever-increasing traffic demand, it has become important for them to operate…”
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Seismic velocity structure of the upper inner core in the north polar region by Ohtaki, Toshiki, Tanaka, Satoru, Kaneshima, Satoshi, Siripunvaraporn, Weerachai, Boonchaisuk, Songkhun, Noisagool, Sutthipong, Kawai, Kenji, Kim, Taewoon, Suzuki, Yuki, Ishihara, Yasushi, Miyakawa, Koji, Takeuchi, Nozomu

“…The Earth's upper inner core has a quasi-hemispherical velocity structure. One of the two quasi-hemispheres has a high-velocity region centered beneath…”
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Suitability of denervated muscle flaps as recipient sites for pancreatic islet cell transplantation by Park, Jong-Lim, Kim, Taewoon, Kim, Baek-Kyu

“…Extensive research has been conducted on islet transplantation as a possible cure for diabetes. Islet transplantation in the liver via the portal vein has…”
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Endoscopic slide-in orbital wall reconstruction for isolated medial blowout fractures by Kim, Taewoon, Kim, Baek-Kyu

“…Background: This study evaluated the efficacy of the endoscopic medial orbital wall repair by comparing it with the conventional transcaruncular method. This…”
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A receiver-centric multi-channel MAC protocol for wireless networks by Hwang, Jaeseon, Kim, Taewoon, So, Jungmin, Lim, Hyuk

“…We consider the issues of mitigating interference and improving network capacity in wireless networks from the viewpoint of channel diversity. Multi-channel…”
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Development of a Novel Benzimidazole-Based Probe and Portable Fluorimeter for the Detection of Cysteine in Human Urine by Yeom, Gyu Seong, Song, In-Ho, Warkad, Shrikant Dashrath, Shinde, Pramod B, Kim, Taewoon, Park, Seong-Min, Nimse, Satish Balasaheb

“…The measurement of cysteine in human urine and live cells is crucial for evaluating biological metabolism, monitoring and maintaining the immune system,…”
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