Jeonghyeon Park

박정현

Master student
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jeonghyeon.parkobfuscate@datasciencelabs.org

I entered the Department of Computer Engineering at Dong-A University in March 2018. I joined the Data Science Research Lab in September 2021 and advanced to the master’s course in March 2024. Currently, I focus on carbon-aware cloud computing. This includes my work as the first author of a paper published in IEEE CLOUD 2024, which proposes a carbon-aware migration methodology to reduce emissions from deep learning workloads. Previously, my research also included site selection methodologies using data mining and graph networks.

Research interests

Carbon-Aware Task MigrationCarbon-Aware Computing

Papers

모듈화된 이상 탐지 워크플로우의 조합을 위한 도구

공공 데이터 및 GIS를 활용한 부산시 어르신 놀이터 최적 입지 분석

맞춤형 디지털 리터러시를 위한 LLM과 지식 그래프를 활용한 프레임워크 설계

A Trust-Aware Adjustment on Energy Prediction of Distributed Renewable Energy Resources Toward Reliable Virtual Power Plant

Carbon-Aware and Fault-Tolerant Migration of Deep Learning Workloads in the Geo-distributed Cloud

가상발전소 정산금을 최대화하기 위한 신뢰도 기반 최적화모델

클라우드 내 딥러닝 워크로드의탄소발자국 모니터링

베이지안 네트워크 기반 친환경 자동차 충전소의 부지선정을 위한 위치지능화 응용

Projects

anomali-flow -

Carbon-friendly - IEEE CLOUD 2024

Green-Car-Charging-Station-Site-Selection - A Study on the Location Analysis of Green Car Charging Station Using Bayesian Network

COCL - A undergraduate project on managing carbon emissions on campus.

FDIA_with_TCN -

Balance_Up - Employment information recommendation based on Life Balance

Data_Analytics_for_Age_friendly_busan - Age Friendly World Project