오상윤

오상윤
Sangyoon Oh

Email

syoh at ajou.ac.kr

Research interests

Distributed Computing, Grid/Cloud Computing, Data-Intensive Computing, Web System

Introduction

Sangyoon Oh is a Professor of the Software Department at Ajou University, Rep. of Korea. Prior to join, he worked at SK Telecom from 2006 to 2007. Sangyoon Oh received Ph.D. in Computer Science at Indiana University (IU) – Bloomington (Advisor Dr. Geoffrey C. Fox).

Publications

148 entries « 1 of 3 »

2021

148.

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

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

In: Sensors, 21 (24), 2021, ISSN: 1424-8220.

Abstract | Links | BibTeX

147.

오도현,; 오상윤,

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

2021 한국소프트웨어종합학술대회, 2021.

Abstract | BibTeX

146.

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

145.

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

144.

여상호,; 오상윤,

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

ACK 2021, 28 (2), 2021.

Abstract | Links | BibTeX

143.

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

142.

윤대건,; 노병희,; 오상윤,

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

2021 한국군사과학기술학회 종합학술대회, 2021.

BibTeX

141.

여상호,; 이승준,; 오상윤,

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

2021 한국차세대컴퓨팅학회 춘계학술대회, 2021.

BibTeX

140.

이승준,; 여상호,; 오상윤,

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

2021 한국차세대컴퓨팅학회 춘계학술대회, 2021.

Abstract | BibTeX

139.

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, 77 (4), pp. 3450–3483, 2021.

Links | BibTeX

138.

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

137.

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, 10 (2), pp. 162, 2021.

Links | BibTeX

136.

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

135.

김대현,; 여상호,; 오상윤,

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

In: 정보처리학회논문지. 컴퓨터 및 통신시스템, 10 (7), pp. 191–198, 2021.

Abstract | Links | BibTeX

134.

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, 10 (7), pp. 263–270, 2021.

Abstract | Links | BibTeX

2020

133.

Yoon, Daegun; Park, Gyudong; Oh, Sangyoon

Exploring a system architecture of content-based publish/subscribe system for efficient on-the-fly data dissemination
🌏 InternationalJournal Article

In: Concurrency and Computation: Practice and Experience, pp. e6090, 2020.

Links | BibTeX

132.

윤대건,; 오상윤,

Software-Defined Network 에서의 Conflict Resolution 을 위한 정책엔진 구조 및 전략 분석
🇰🇷 DomesticConference

한국통신학회 학술대회논문집, 2020.

BibTeX

131.

박주원,; 김태하,; 오상윤,

HDFS 이기종 스토리지 전략을 위한 스몰파일 아카이빙
🇰🇷 DomesticConference

한국차세대컴퓨팅학회 하계학술대회, 2020.

BibTeX

130.

김대현,; 오상윤,

분산 딥러닝 최적화를 위한 Layer 별 동기화 기법
🇰🇷 DomesticConference

한국차세대컴퓨팅학회 하계학술대회, 2020.

BibTeX

129.

김용표,; 오상윤,

빅데이터 처리를 위한 Spark Mllib 성능 Benchmark
🇰🇷 DomesticConference

한국통신학회 하계학술대회, 2020.

BibTeX

128.

여인혁,; 오상윤,

Compressed Sparse Row 기반 그래프 처리성능 향상을 위한 재정렬 기법 분석
🇰🇷 DomesticConference

한국통신학회 하계학술대회, 2020.

BibTeX

127.

Naing, Ye; Oh, Sangyoon

분산 SDN 컨트롤 계층의 스위치 마이그레이션 기반 부하분산 기법 분석
🇰🇷 DomesticConference

한국통신학회 종합학술발표회, 2020.

BibTeX

126.

민경준,; 배민호,; 박규동,; 오상윤,

혼합형 출판-구독 메시징 시스템 구조 제안 및 연동 기법
🇰🇷 DomesticJournal Article

In: 한국통신학회논문지, 45 (4), pp. 748–755, 2020.

Links | BibTeX

125.

Bae, Minho; Yeo, Sangho; Park, Gyudong; Oh, Sangyoon

Novel data-placement scheme for improving the data locality of Hadoop in heterogeneous environments
🌏 InternationalJournal Article

In: Concurrency and Computation: Practice and Experience, pp. e5752, 2020.

Links | BibTeX

124.

Yoon, Daegun; Park, Gyudong; Oh, Sangyoon

CPartition: a Correlation-Based Space Partitioning for Content-Based Publish/Subscribe Systems with Skewed Workload
🌏 InternationalConference

2020 IEEE International Conference on Big Data and Smart Computing (BigComp), IEEE 2020, ISBN: 978-1-7281-6034-4.

Links | BibTeX

123.

Bae, Minho; Jeong, Minjoong; Oh, Sangyoon

Label Propagation-Based Parallel Graph Partitioning for Large-Scale Graph Data
🌏 InternationalJournal Article

In: IEEE Access, 8 , pp. 72801–72813, 2020.

BibTeX

122.

Wan, Bo; Dang, Jiale; Li, Zhetao; Gong, Hongfang; Zhang, Feng; Oh, Sangyoon

Modeling Analysis and Cost-Performance Ratio Optimization of Virtual Machine Scheduling in Cloud Computing
🌏 InternationalJournal Article

In: IEEE Transactions on Parallel and Distributed Systems, 31 (7), pp. 1518–1532, 2020.

BibTeX

121.

장형규,; 방성호,; 오상윤,

효율적인 RDF 데이터 검색을 위한 중복 제거 색인 방법
🇰🇷 DomesticConference

한국컴퓨터정보학회 학술발표논문집, 28 (1), 2020.

BibTeX

120.

Yeo, Sangho; Oh, Sangyoon; Lee, Minsu

Accelerated deep reinforcement learning with efficient demonstration utilization techniques
🌏 InternationalJournal Article

In: World Wide Web, pp. 1–23, 2020.

Links | BibTeX

119.

Yeo, Sangho; Lee, Seungjun; Choi, Boreum; Oh, Sangyoon

Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario
🌏 InternationalConference

2020 International Conference on Information and Communication Technology Convergence (ICTC), IEEE 2020.

Links | BibTeX

2019

118.

정진선,; 오상윤,

P2P 출판-구독 메시징 시스템에서 효율적인 정보 전파를 위한 계층적 메시지 전송 기법
🇰🇷 DomesticJournal Article

In: 정보처리학회논문지. 컴퓨터 및 통신시스템, 8 (9), pp. 209–216, 2019.

BibTeX

117.

Bae, Minho; Jeong, Minjoong; Yeo, Sangho; Oh, Sangyoon; Kwon, Oh-Kyoung

I/O Performance Evaluation of Large-Scale Deep Learning on an HPC System
🌏 InternationalConference

2019 International Conference on High Performance Computing & Simulation (HPCS), IEEE 2019.

BibTeX

116.

Yeo, Sangho; Oh, Sangyoon; Lee, Minsu

Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame Skipping
🌏 InternationalConference

2019 IEEE International Conference on Big Data and Smart Computing (BigComp), IEEE 2019.

BibTeX

115.

Bang, Sungho; Kim, Daehyun; Choi, Jee; Oh, Sangyoon

Benchmarking Sparse Matrix-Vector Multiplicatrion on Heterogeneous Cluster
🌏 InternationalConference

The 5th International Conference on Next Generation Computing (ICNGC 2019), 2019.

BibTeX

114.

박주원,; 박규동,; 오상윤,

토픽 기반 출판/구독 시스템에서 메시지 전송량 감소를 위한 k-way 메시지 통합 기법
🇰🇷 DomesticConference

추계워크숍 한국정보과학회 국방소프트웨어연구회, 2019.

BibTeX

113.

배민호,; 민경준,; 박규동,; 전호철,; 오상윤,

군 통신환경을 효과적으로 활용하는 하이브리드 메시징 시스템 구조와 XML Element 기반의 필터링 기법
🇰🇷 DomesticJournal Article

In: 정보과학회논문지, 46 (10), pp. 1078–1087, 2019.

BibTeX

2018

112.

민경준,; 박규동,; 오상윤,

통신 대역폭 자원을 효율적으로 활용하는 필터링 기반의 메시징 기법
🇰🇷 DomesticConference

한국정보과학회 학술발표논문집, 2018.

BibTeX

111.

Ju, Hyunsu; Oh, Sangyoon

Enabling RETE algorithm for RDFS reasoning on Apache Spark
🌏 InternationalConference

2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2), IEEE 2018, ISBN: 978-1-7281-0236-8.

Links | BibTeX

110.

Oh, S; Kim, M; Kim, D; Jeong, M; Lee, M

EdgeCNN: Image classification with edge detection and deep convolutional neural network for portable medical imaging systems
🌏 InternationalConference

Basic & Clinical Pharmacology & Toxicology, 123 , WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA 2018.

BibTeX

109.

Rizki, Permata Nur; Oh, Sangyoon

Effective Parallel LiDAR Triangulated Irregular Network Construction Method Using Convex Boundary Triangle
🇰🇷 DomesticConference

정보과학회논문지, 45 (8), 2018.

BibTeX

108.

Seo, Kyeonghee; Yeo, Sangho; Oh, Sangyoon

Active-Active Message Replica Scheme for Enhancing Performance of Distributed Message Broker
🌏 InternationalJournal Article

In: KIPS Transactions on Computer and Communication Systems, 7 (6), pp. 145–154, 2018.

BibTeX

107.

Kim, Yewon; Bae, Minho; Oh, Sangyoon

Dynamic Block Reassignment for Load Balancing of Block Centric Graph Processing Systems
🌏 InternationalJournal Article

In: KIPS Transactions on Software and Data Engineering, 7 (5), pp. 177–188, 2018.

BibTeX

106.

Kim, Minsub; Bae, Minho; Yeo, Sangho; Park, Gyudong; Oh, Sangyoon

Decentralized Message Broker Federation Architecture with Multiple DHT Rings for High Survivability
🌏 InternationalConference

International Conference on Computational Science and Its Applications, Springer 2018.

BibTeX

105.

윤대건,; 오상윤,

동종 운영체제 환경에서의 가상 머신 마이그레이션 성능 분석
🇰🇷 DomesticConference

한국정보과학회 KCC 학술대회, 2018.

BibTeX

104.

심민정,; 오상윤,

커스텀 사용자 환경을 지원하는 Ansible 기반의 자동배포 시스템 구현
🇰🇷 DomesticConference

한국통신학회 학술대회논문집, 2018.

BibTeX

2017

103.

Pallickara, Shrideep; Fox, Geoffrey; Aktas, Mehmet S; Gadgil, Harshawardhan; Yildiz, Beytullah; Oh, Sangyoon; Patel, Sima; Pierce, Marlon; Yemme, Damodar

A Retrospective on the Development of Web Service Specifications
🌏 InternationalBook

IGI Global, 2017, ISBN: 9781599046396.

Links | BibTeX

102.

Oh, Sangyoon; Kim, Minsub; Kim, Donghoon; Jeong, Minjoong; Lee, Minsu

Investigation on performance and energy efficiency of CNN-based object detection on embedded device
🌏 InternationalConference

2017 4th International Conference on Computer Applications and Information Processing Technology (CAIPT), IEEE 2017.

BibTeX

101.

Bae, Minho; Eum, Junho; Kim, Donghoon; Oh, Sangyoon

High Performance Query Processing for Web Scale RDF Data using BSP Style Communication and Balanced Distribution
🌏 InternationalConference

2017 46th International Conference on Parallel Processing (ICPP), IEEE 2017.

BibTeX

100.

엄준호,; 이민수,; 오상윤,

LiDAR 센서 정보를 활용한 데이터 마이닝 기법 기반의 수상함정 표적 식별기법 제안
🇰🇷 DomesticConference

2017 한국컴퓨터종합학술대회 (KCC2017), 2017.

BibTeX

99.

서경희,; 오상윤,

구글 퓨전 테이블을 이용한 멀티 소스 데이터 시각화 사례연구
🇰🇷 DomesticConference

한국정보과학회 학술발표논문집, 2017.

BibTeX

148 entries « 1 of 3 »