Search Results - "Ko, Kyungchan"

Architecture for building hybrid kernel-user space virtual network functions by Nguyen Van Tu, Kyungchan Ko, Hong, James Won-Ki

“…Network Function Virtualization (NFV) is one of the important aspects of modern network architecture. NFV decouples Network Functions (NFs) from hardware,…”
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Optimizing Video Conferencing QoS: A DRL-based Bitrate Allocation Framework by Ko, Kyungchan, Ryu, Sangwoo, Van Tu, Nguyen, Hong, James Won-Ki

“…As the user count for video-related services continues to grow, ensuring high-quality service (QoS) for them will become even more crucial in the future. Many…”
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Towards Effective Reinforcement Learning in Video Conferencing using Network Status Data and Model Analysis by Ryu, Sangwoo, Ko, Kyungchan, Van Tu, Ngyuen, Hong, James Won-Ki

“…Many studies are applying reinforcement learning to real-world problems. However, this is a difficult problem, and its application in the real world requires…”
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Dynamic failover for SDN-based virtual networks by Kyungchan Ko, Dongho Son, Jonghwan Hyun, Jian Li, Yoonseon Han, Hong, James Won-Ki

“…Software-Defined Networking (SDN) is one of the emerging network technologies that aims to operate and manage networks in more flexible and efficient manner…”
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Survey on blockchain‐based non‐fungible tokens: History, technologies, standards, and open challenges by Ko, Kyungchan, Jeong, Taeyeol, Woo, Jongsoo, Hong, James Won‐Ki

“…This paper presents a survey of non‐fungible tokens (NFTs), including its history, technologies, standards, and challenges in their development. An NFT is a…”
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Improve Video Conferencing Quality with Deep Reinforcement Learning by Tu, Nguyen Van, Ko, Kyungchan, Ryu, Sangwoo, Ha, Sangtae, Hong, James Won-Ki

“…Many studies have applied machine learning to bitrate control to increase Quality of Experience (QoE) of video streaming services in highly dynamic networks…”
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Enhancing QoE of WebRTC-based Video Conferencing using Deep Reinforcement Learning by Ko, Kyungchan, Ryu, Sangwoo, Hong, James Won-Ki

“…The proportion of video traffic within the total internet traffic is steadily increasing and then video traffic already accounts for over half of the internet…”
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Stabilizing Deep Reinforcement Learning Model Training for Video Conferencing by Ryu, Sangwoo, Ko, Kyungchan, Hong, James Won-Ki

“…While many studies have been conducted to apply reinforcement learning (RL) to real world problems beyond games such as Atari, video conferencing is also one…”
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Alleviating Crypto Gas War in NFT Launching by Ko, Kyungchan, Jeong, Taeyeol, Woo, Jongsoo, Hong, James Won-Ki

“…Non-Fungible Tokens (NFT) is a unique digital token based on blockchain technology, which is used as a means to prove ownership of assets in various areas…”
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An Analysis of Crypto Gas Wars in Ethereum by Ko, Kyungchan, Jeong, Taeyeol, Woo, Jongsoo, Hong, James Won-Ki

“…Several years after NFTs first appeared, people began to use NFT to prove ownership of assets in diverse domains. Then the values of NFTs rapidly increased and…”
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Performance Analysis of Applying Deep Learning for Virtual Background of WebRTC-based Video Conferencing System by Ryu, Sangwoo, Ko, Kyungchan, Hong, James Won-Ki

“…With the advancement of artificial intelligence(AI) technology, AI is being used in various industries such as factory automation and autonomous driving. Video…”
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Towards Blockchain-based Stainless Steel Tracking by Ko, Kyungchan, Kang, Changhoon, Park, Youngbok, Woo, Jongsoo, Hong, James Won-Ki

“…Supply chain is an entire network of producing and delivering a specific product to a final consumer. Stainless steel is a specific product being delivered on…”
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Blockchain Explorer based on RPC-based Monitoring System by Lee, Chaehyeon, Kim, Heegon, Maharjan, Sajan, Ko, Kyungchan, Hong, James Won-Ki

“…Blockchain technology provides the advantage of maintaining a network without third party intervention, providing transparency because all participants have…”
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Design of RPC-based Blockchain Monitoring Agent by Ko, Kyungchan, Lee, Chaehyeon, Jeong, Taeyeol, Hong, James Won-Ki

“…On 2017, Bitcoin and Ethereum shocked the world with their coins being traded in coin exchange markets at incredibly high prices around the world. The fervor…”
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