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bibtex.online
175 entries « 1 of 9 »

2023

175.

Jung, Hyunseok; Choi, Jiheon; Park, Jongwon; Baek, Sehui; Oh, Sangyoon

Conditional LSTM-VAE-based Data Augmentation for Disaster Classification Prediction
🌏 InternationalConference

The 9th International Conference on Next Generation Computing 2023, 2023.

BibTeX | 태그:

174.

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 | 태그: federated learning

173.

Yoon, Daegun; Oh, Sangyoon

MiCRO: Near-Zero Cost Gradient Sparsification for Scaling and Accelerating Distributed DNN Training
🌏 InternationalConference

30th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC 2023), 2023.

Links | BibTeX | 태그: distributed deep learning, gradient sparsification

172.

Yoon, Daegun; Oh, Sangyoon

DEFT: Exploiting Gradient Norm Difference between Model Layers for Scalable Gradient Sparsification
🌏 InternationalConference

International Conference on Parallel Processing (ICPP) 2023, 2023.

Abstract | Links | BibTeX | 태그: distributed deep learning, gradient sparsification

171.

유미리,; 윤대건,; 오상윤,

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

2023년도 한국통신학회 하계종합학술발표회 , 한국통신학회 2023.

Links | BibTeX | 태그: federated learning

170.

이재현,; 정현석,; 오상윤,

VM 배치를 위한 DDQN 기반 태스크 스케줄링 알고리즘
🇰🇷 DomesticConference

2023년도 한국통신학회 하계종합학술발표회 , 한국통신학회 2023.

Links | BibTeX | 태그: deep reinforcement learning

169.

Baek, Minseok; Paulo, C. Sergio; Oh, Sangyoon

Analysis of the In-Memory Checkpointing Approach in Apache Flink
🇰🇷 DomesticConference

2023년도 한국통신학회 하계종합학술발표회 , 한국통신학회 2023.

Links | BibTeX | 태그:

168.

정현석,; 최지헌,; 박종원,; 백세희,; 오상윤,

화재 감지 시스템을 위한 MLOps 시스템 구조
🇰🇷 DomesticConference

2023 한국차세대컴퓨팅학회 춘계학술대회 , 한국차세대컴퓨팅학회 2023.

Links | BibTeX | 태그: edge computing, MLOps

167.

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 | 태그: federated learning

166.

최지헌,; 유미리,; 윤대건,; 오상윤,

연합학습에서의 보안 취약점 분석
🇰🇷 DomesticConference

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

Abstract | Links | BibTeX | 태그: federated learning

165.

백민석,; 정현석,; 공은빈,; 오상윤,

자율주행 데이터의 효과적인 처리를 위한 분산 데이터베이스 설계
🇰🇷 DomesticConference

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

Abstract | Links | BibTeX | 태그: 분산 데이터베이스, 자율주행

164.

Yoon, Daegun; Jeong, Minjoong; Oh, Sangyoon

SAGE: toward on-the-fly gradient compression ratio scaling
🌏 InternationalJournal Article

In: The Journal of Supercomputing, pp. 1–23, 2023.

Abstract | Links | BibTeX | 태그: distributed deep learning, gradient sparsification

2022

163.

Yoon, Daegun; Jeong, Minjoong; Oh, Sangyoon

WAVE: designing a heuristics-based three-way breadth-first search on GPUs
🌏 InternationalJournal Article

In: The Journal of Supercomputing, 2022, (2).

Abstract | Links | BibTeX | 태그: breath-first search, direction-optimizing BFS, GPU, graph, push-pull

162.

백민석,; 오상윤,

하둡 맵리듀스와 페이지 랭크를 이용한 서울시 대중 교통 인구 이동 분석
🇰🇷 DomesticConference 📃 In press

추계학술대회 Annual Conference of KIPS (ACK 2022), 한국정보처리학회 2022, (우수논문상).

Links | BibTeX | 태그: graph, Hadoop MapReduce

161.

여상호,; 배민호,; 정민중,; 권오경,; 오상윤,

Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability
🌏 InternationalJournal Article

In: Concurrency and Computation: Practice and Experience, 2022.

Abstract | Links | BibTeX | 태그: deep learning, distributed deep learning

160.

윤대건,; 노병희,; 오상윤,

전술망의 라우팅 성능 개선을 위한 성능 지표 분석 기반 정책 엔진 설계
🇰🇷 DomesticJournal Article

In: 한국통신학회 논문지, vol. 47, iss. 9, no. 9, pp. 1353-1359, 2022.

Abstract | Links | BibTeX | 태그: software-defined networking

159.

Lee, Seungjun; Jeong, Minjoong; Oh, Sangyoon

Is Ant Colony System better than FFD for VM placement in a heterogeneous cluster?
🌏 InternationalConference

2022 IEEE International Conference on Cloud Engineering (IC2E), 2022, ISBN: 978-1-6654-9116-7.

Abstract | Links | BibTeX | 태그: ant colony system, cloud computing, resource efficiency, VM placement

158.

Yoon, Daegun; Oh, Sangyoon

Empirical Analysis on Top-k Gradient Sparsification for Distributed Deep Learning in a Supercomputing Environment
Conference

The 8th International Conference on Next Generation Computing (ICNGC) 2022, 2022.

Abstract | Links | BibTeX | 태그: distributed deep learning, GPU, gradient sparsification

157.

이승준,; 윤대건,; 오상윤,

SDN 정책엔진의 사용자 모듈을 위한 분석 요청 정의 언어
🇰🇷 DomesticJournal Article

In: 한국통신학회 논문지, vol. 47, no. 9, pp. 1360-1369, 2022.

Abstract | Links | BibTeX | 태그: interfacing, rule engine, 인터페이스 정의 언어, 정책 엔진, 테스트베드

156.

Park, Juwon; Yoon, Daegun; Yeo, Sangho; Oh, Sangyoon

AMBLE: Adjusting Mini-Batch and Local Epoch for Federated Learning with Heterogeneous Devices
🌏 InternationalJournal Article

In: Journal of Parallel and Distributed Computing, 2022, ISSN: 0743-7315.

Abstract | Links | BibTeX | 태그: federated learning, Local mini-batch SGD, System heterogeneity

175 entries « 1 of 9 »