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kaggle-competiton's Introduction

Hello, I'm Minseon Cho. ๐ŸŒƒ


My Skill Set

Languages

C C++ Bash Python

Systems

Linux Hadoop Git Docker

AI/ML

TensorFlow Keras pytorch

Education

  • (M.S.) Computer Engineering, Changwon National University, South Korea, February 2023
    • Supervisor: Donghyun Kang
    • Thesis: ์‹ค์‹œ๊ฐ„ ํ•™์Šต ๊ธฐ๋ฐ˜ ํŽ˜์ด์ง€ ์บ์‹œ ๊ต์ฒด ๊ธฐ๋ฒ• (Realtime learning-based page cache replacement algorithm)
  • (B.S.) Computer Engineering, Changwon National University, South Korea, February 2021

Publications

  • IoT ํ™˜๊ฒฝ์„ ์œ„ํ•œ ํŒŒ์ผ์‹œ์Šคํ…œ ๋ถ„์„ (Conference paper), ์กฐ๋ฏผ์„ , ๊ฐ•๋™ํ˜„, 2020 ์ „์žํ†ต์‹ ํ•™์ˆ ๋Œ€ํšŒ(๋ถ€์‚ฐ/์šธ์‚ฐ/๊ฒฝ๋‚จ์ง€๋ถ€), 2020.12 (์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ)
  • L2LRU: LRU ํŽ˜์ด์ง€ ๊ต์ฒด ๊ธฐ๋ฒ•์„ ์œ„ํ•œ ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ํŽ˜์ด์ง€ ์ด๋™ ์ •์ฑ… (Journal article), ์กฐ๋ฏผ์„ , ๊ฐ•๋™ํ˜„, ํ•œ๊ตญ์ •๋ณด๊ณผํ•™ํšŒ๋…ผ๋ฌธ์ง€ (JOK), ์ œ 48๊ถŒ, 9ํ˜ธ, 981-987, 2021.09 (์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ)
  • ๊ธฐ๊ณ„ ํ•™์Šต ๊ธฐ๋ฐ˜ ํŽ˜์ด์ง€ ๊ต์ฒด ์ •์ฑ… (Conference paper), ์กฐ๋ฏผ์„ , ๊ฐ•๋™ํ˜„, 2021๋…„ ํ•œ๊ตญ์ปดํ“จํ„ฐ์ข…ํ•ฉํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘ (KCC), 2021.06
  • ๊ธฐ๊ณ„ ํ•™์Šต ๊ธฐ๋ฐ˜ ํŽ˜์ด์ง€ ๊ต์ฒด ์ •์ฑ… (Patent), ๊ฐ•๋™ํ˜„, ์กฐ๋ฏผ์„ , ์ถœ์›๋ฒˆํ˜ธ 10-2021-0089771, 2021.07.08
  • ML-CLOCK: Efficient Page Cache Algorithm based on Perceptron-based Neural Network (Journal article), Minseon Cho and Donghyun Kang, MDPI Electronics, Vol. 10, No. 20, pp. 1-16, October 2021
  • Interleaved Data Processing Scheme for Optimizing Tensorflow Framework (Conference paper), Jinseo Choi, Minseon Cho, and Donghyun Kang, In Proceedings of the 2021 IEEE International Conference on Consumer Electronics Berlin (ICCE-Berlin)
  • RocksDB ํ™˜๊ฒฝ์˜ F2FS ํŒŒ์ผ ์‹œ์Šคํ…œ ๋ถ„์„ (Conference paper), ์กฐ๋ฏผ์„ , ๊ฐ•๋™ํ˜„, 2021 ์ „์žํ†ต์‹ ํ•™์ˆ ๋Œ€ํšŒ(๋ถ€์‚ฐ/์šธ์‚ฐ/๊ฒฝ๋‚จ์ง€๋ถ€), 2021.12 (์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ)
  • ์‹ค์‹œ๊ฐ„ ํŒŒ์ผ ์‹œ์Šคํ…œ ๋‹จํŽธํ™” ๋ชจ๋‹ˆํ„ฐ๋ง ๋„๊ตฌ ์„ค๊ณ„ (Conference paper), ์กฐ๋ฏผ์„ , ๊ฐ•๋™ํ˜„, 2022๋…„ ํ•œ๊ตญ์ปดํ“จํ„ฐ์ข…ํ•ฉํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘ (KCC), 2022.06

Awards

  • [08/2020] AI RUSH 2020 (๊ธ€์˜ ๋ถ„์œ„๊ธฐ, ํ†ค, ๋ฌธ๋ฒ•์„ ํ†ตํ•œ ์ข…ํ•ฉ ํ‰๊ฐ€/์ถ”์ฒœ ๋ถ€๋ฌธ 1st Prize), Naver Corporation
  • [12/2020] 2020 ์ „์žํ†ต์‹ ํ•™์ˆ ๋Œ€ํšŒ(๋ถ€์‚ฐ/์šธ์‚ฐ/๊ฒฝ๋‚จ์ง€๋ถ€) ์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ, The Institute of Electronics and Information Engineers (IEIE)
  • [12/2021] 2021 ์ „์žํ†ต์‹ ํ•™์ˆ ๋Œ€ํšŒ(๋ถ€์‚ฐ/์šธ์‚ฐ/๊ฒฝ๋‚จ์ง€๋ถ€) ์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ, The Institute of Electronics and Information Engineers (IEIE)
  • [06/2022] 2022 ์ •๋ณด๊ณผํ•™ํšŒ ๋…ผ๋ฌธ์ง€ ์‹œ์Šคํ…œ ๋ฐ ์ด๋ก  ๋ถ„์•ผ ์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ, Korean Institute of Information Scientists and Engineers

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