유미리

유미리
Miri Yu

Email

zztiok at ajou.ac.kr

Research interests

Cloud Computing, Distributed System, Federated Learning

Introduction

Miri Yu is a master’s course student of the Department of Artificial Intelligence of Ajou University

Publications

2024

8.

Yu, Miri; Choi, Jiheon; Lee, Jaehyun; Oh, Sangyoon

Staleness Aware Semi-asynchronous Federated Learning
🌏 InternationalJournal Article

In: Journal of Parallel and Distributed Computing, 2024.

Abstract | Links | BibTeX

7.

Paulo, C. Sergio; 유미리,; 최지헌,; 오상윤,

Dynamic Programming-Based Multilevel Graph Partitioning for Large-Scale Graph Data
🇰🇷 DomesticConference

2024년도 한국통신학회 동계종합학술발표회, 한국통신학회, 2024.

Abstract | Links | BibTeX

2023

6.

Yu, Miri; Kwon, Oh-Kyoung; Oh, Sangyoon (Ed.)

Addressing Client Heterogeneity in Synchronous Federated Learning: The CHAFL Approach
🌏 InternationalConference

The 29th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2023), 2023.

BibTeX

5.

유미리,; 윤대건,; 오상윤,

연합학습 기법들의 성능평가를 지원하는 이기종 기반의 실험 플랫폼 설계
🇰🇷 DomesticConference

2023년도 한국통신학회 하계종합학술발표회 , 한국통신학회 2023.

Links | BibTeX

4.

Lee, Seungjun; Yu, Miri; Yoon, Daegun; Oh, Sangyoon

Can hierarchical client clustering mitigate the data heterogeneity effect in federated learning?
🌏 InternationalConference

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2023, ISBN: 979-8-3503-1200-3.

Abstract | Links | BibTeX

3.

최지헌,; 유미리,; 윤대건,; 오상윤,

연합학습에서의 보안 취약점 분석
🇰🇷 DomesticConference

2023년도 한국통신학회 동계종합학술발표회 논문집 , vol. 80, 한국통신학회 2023, ISSN: 2383-8302.

Abstract | Links | BibTeX

2022

2.

정현석,; 유미리,; 윤대건,; 이승준,; 오상윤,

재난 대응 기계학습 모델의 Data Drift 문제에 대한 MLOps 기반 대응 기법
🇰🇷 DomesticConference

2022 한국차세대컴퓨팅학회 춘계학술대회, 한국차세대컴퓨팅학회, 2022.

Abstract | Links | BibTeX

2021

1.

Yu, Miri; Lee, Seungjun; Oh, Sangyoon

Energy-aware container migration scheme in edge computing for fault-tolerant fire-disaster response system
🌏 InternationalConference 📃 In press

The 7th International Conference on Next Generation Computing 2021, 2021.

Abstract | BibTeX