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157 entries « 1 of 8 »

2022

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

155.

Yoon, Daegun; Oh, Sangyoon

SURF: Direction-Optimizing Breadth-First Search Using Workload State on GPUs
🌏 InternationalJournal Article

In: Sensors, vol. 22, no. 13, pp. 4899, 2022.

Abstract | Links | BibTeX | 태그: breath-first search, direction-optimizing BFS, frontier workload, GPU

154.

Lee, Seungjun; Jeong, Minjoong; Oh, Sangyoon

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

10th IEEE International Conference on Cloud Engineering 2022, 2022.

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

153.

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 | 태그: Data Drift, disaster response, MLOps

2021

152.

Lee, Seungjun; Yoon, Daegun; Yeo, Sangho; Oh, Sangyoon

Mitigating Cold Start Problem in Serverless Computing with Function Fusion
🌏 InternationalJournal Article

In: Sensors, vol. 21, no. 24, 2021, ISSN: 1424-8220.

Abstract | Links | BibTeX | 태그: function fusion, serverless computing, serverless workflow, workflow organization

151.

오도현,; 오상윤,

컨테이너 기반 엣지-클라우드 협업 구조의 공군 C4I 체계 적용
🇰🇷 DomesticConference

2021 한국소프트웨어종합학술대회, 2021.

Abstract | Links | BibTeX | 태그: cloud computing, container, edge computing

150.

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 | 태그: container migration, disaster response, edge computing

149.

Yoon, Daegun; Oh, Sangyoon

Traversing Large Road Networks on GPUs with Breadth-First Search
🌏 InternationalConference 📃 In press

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

Abstract | BibTeX | 태그: breath-first search, graph, graphics processing units, road network

148.

여상호,; 오상윤,

도시 화재 시뮬레이션에서의 효과적인 화재 대응을 위한 강화학습 적용 솔루션의 설계 및 구현
🇰🇷 DomesticConference

ACK 2021, vol. 28, no. 2, 2021.

Abstract | Links | BibTeX | 태그: disaster response, reinforcement learning

147.

Lee, Seungjun; Yoon, Daegun; Oh, Sangyoon

Imitation learning for VM placement problem using demonstration data generated by heuristics
🌏 InternationalConference 📃 In press

17th Int. Conference on Data Science (ICDATA’21), 2021.

Abstract | Links | BibTeX | 태그: consolidation, imitation learning, reinforcement learning

146.

윤대건,; 노병희,; 오상윤,

전술망 성능 개량을 위한 정책 엔진 인터페이스 설계
🇰🇷 DomesticConference 📃 In press

2021 한국군사과학기술학회 종합학술대회, 2021.

BibTeX | 태그: data-exchange interface, rule engine

145.

여상호,; 이승준,; 오상윤,

도시 재난 대응을 위한 Multi Objective 강화학습 모델 설계
🇰🇷 DomesticConference

2021 한국차세대컴퓨팅학회 춘계학술대회, 한국차세대컴퓨팅학회, 2021.

Links | BibTeX | 태그: deep reinforcement learning, disaster response, reinforcement learning

144.

이승준,; 여상호,; 오상윤,

Edge AI의 추론 과정을 위한 계층적 작업 분할 배치 기법
🇰🇷 DomesticConference

2021 한국차세대컴퓨팅학회 춘계학술대회, 한국차세대컴퓨팅학회, 2021.

Abstract | Links | BibTeX | 태그: deep learning, distributed deep learning, edge computing, neural network

143.

Zhu, Jiang; Wang, Lizan; Xie, Guoqi; Pei, Tingrui; Oh, Sangyoon; Li, Zhetao

A low redundancy and high time efficiency large-scale task assignment strategy for heterogeneous service-oriented cloud computing systems
🌏 InternationalJournal Article

In: The Journal of Supercomputing, vol. 77, no. 4, pp. 3450–3483, 2021.

Links | BibTeX | 태그: cloud computing, fault tolerance, heterogeneous environment

142.

Yoon, Daegun; Li, Zhetao; Oh, Sangyoon

Balanced content space partitioning for pub/sub: a study on impact of varying partitioning granularity
🌏 InternationalJournal Article

In: The Journal of Supercomputing, pp. 1–27, 2021.

Links | BibTeX | 태그: content space partitioning, load balance, partitioning granularity, Publish-subscribe paradigm

141.

Yeo, Sangho; Naing, Ye; Kim, Taeha; Oh, Sangyoon

Achieving Balanced Load Distribution with Reinforcement Learning-Based Switch Migration in Distributed SDN Controllers
🌏 InternationalJournal Article

In: Electronics, vol. 10, no. 2, pp. 162, 2021.

Links | BibTeX | 태그: distributed controllers, load balancing, reinforcement learning, SDN, software-defined networking, switch migration

140.

Kim, Taeha; Oh, Sangyoon

Metadata Replication with Synchronous OpCodes Writing for Namenode Multiplexing in Hadoop
🌏 InternationalConference

2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS), IEEE 2021, ISBN: 978-1-6654-4067-7.

Links | BibTeX | 태그: conferences, data analysis, file systems, Hadoop, mechatronics, metadata, multiplexing, writing

139.

김대현,; 여상호,; 오상윤,

분산 딥러닝에서 통신 오버헤드를 줄이기 위해 레이어를 오버래핑하는 하이브리드 올-리듀스 기법
🇰🇷 DomesticJournal Article

In: 정보처리학회논문지. 컴퓨터 및 통신시스템, vol. 10, no. 7, pp. 191–198, 2021.

Abstract | Links | BibTeX | 태그: all-reduce, deep learning, distributed deep learning, layer overlapping, synchronization

138.

여상호,; 이승준,; 오상윤,

학습 성능 향상을 위한 차원 축소 기법 기반 재난 시뮬레이션강화학습 환경 구성 및 활용
🇰🇷 DomesticJournal Article

In: 정보처리학회논문지. 소프트웨어 및 데이터 공학, vol. 10, no. 7, pp. 263–270, 2021.

Abstract | Links | BibTeX | 태그: dimension reduction, disaster response, reinforcement learning

157 entries « 1 of 8 »