@conference{김용표2020,

title = {빅데이터 처리를 위한 Spark Mllib 성능 Benchmark},

author = {김용표 and 오상윤},

year  = {2020},

date = {2020-01-01},

booktitle = {한국통신학회 하계학술대회},

journal = {한국통신학회 하계학술대회},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{여인혁2020Compressed,

title = {Compressed Sparse Row 기반 그래프 처리성능 향상을 위한 재정렬 기법 분석},

author = {여인혁 and 오상윤},

url = {https://journal-home.s3.ap-northeast-2.amazonaws.com/site/2020kics/presentation/0159.pdf

https://www.dbpia.co.kr/pdf/pdfView.do?nodeId=NODE10499030&mark=0&useDate=&ipRange=N&accessgl=Y&language=ko_KR&hasTopBanner=true},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {한국통신학회 하계학술대회},

journal = {한국통신학회 하계학술대회},

abstract = {본 논문에서는 그래프 데이터 표현에 가장 많이 사용되는 Compressed Sparse Row(CSR) 포맷과 CSR 기반의 그래프 데이터 처리의 성능향상을 위한 기법을 분석한다. CSR을 사용한 그래프 데이터 처리는 CSR 포맷의 특성에 따라서 데이터에 불규칙적으로 접근하게 되며, 이에 따라 전체 그래프 처리 성능 저하 문제가 발생하게 된다. 이를 해결하기 위해 재정렬 기법이 많이 사용되고 있으며, 본 논문에서는 이 재정렬 기법 적용에 따른 효과를 분석한다.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Naing2020,

title = {분산 SDN 컨트롤 계층의 스위치 마이그레이션 기반 부하분산 기법 분석},

author = {Ye Naing and Sangyoon Oh},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {한국통신학회 종합학술발표회},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{yoon2020cpartition,

title = {CPartition: a Correlation-Based Space Partitioning for Content-Based Publish/Subscribe Systems with Skewed Workload},

author = {Daegun Yoon and Gyudong Park and Sangyoon Oh},

url = {https://ieeexplore.ieee.org/abstract/document/9070640},

doi = {10.1109/BigComp48618.2020.00-46},

isbn = {978-1-7281-6034-4},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {2020 IEEE International Conference on Big Data and Smart Computing (BigComp)},

pages = {377--384},

organization = {IEEE},

keywords = {cloud computing, correlation, correlation coefficient, data centers, indexes, servers, throughput},

pubstate = {published},

tppubtype = {conference}

}

@conference{장형규2020효율적인,

title = {효율적인 RDF 데이터 검색을 위한 중복 제거 색인 방법},

author = {장형규 and 방성호 and 오상윤},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {한국컴퓨터정보학회 학술발표논문집},

journal = {한국컴퓨터정보학회 학술발표논문집},

volume = {28},

number = {1},

pages = {61--62},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{yeo2020integrate,

title = {Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario},

author = {Sangho Yeo and Seungjun Lee and Boreum Choi and Sangyoon Oh},

url = {https://ieeexplore.ieee.org/abstract/document/9289369},

doi = {10.1109/ICTC49870.2020.9289369},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 International Conference on Information and Communication Technology Convergence (ICTC)},

pages = {523--525},

organization = {IEEE},

keywords = {deep reinforcement learning, MARL, multi agentsimulation},

pubstate = {published},

tppubtype = {conference}

}

@conference{bae2019performance,

title = {I/O Performance Evaluation of Large-Scale Deep Learning on an HPC System},

author = {Minho Bae and Minjoong Jeong and Sangho Yeo and Sangyoon Oh and Oh-Kyoung Kwon},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {2019 International Conference on High Performance Computing & Simulation (HPCS)},

pages = {436--439},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{yeo2019accelerating,

title = {Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame Skipping},

author = {Sangho Yeo and Sangyoon Oh and Minsu Lee},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {2019 IEEE International Conference on Big Data and Smart Computing (BigComp)},

pages = {1--8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bang2019,

title = {Benchmarking Sparse Matrix-Vector Multiplicatrion on Heterogeneous Cluster},

author = {Sungho Bang and Daehyun Kim and Jee Choi and Sangyoon Oh},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {The 5th International Conference on Next Generation Computing (ICNGC 2019)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{박주원2019토픽,

title = {토픽 기반 출판/구독 시스템에서 메시지 전송량 감소를 위한 k-way 메시지 통합 기법},

author = {박주원 and 박규동 and 오상윤},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {추계워크숍 한국정보과학회 국방소프트웨어연구회},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{민경준2018통신,

title = {통신 대역폭 자원을 효율적으로 활용하는 필터링 기반의 메시징 기법},

author = {민경준 and 박규동 and 오상윤},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {한국정보과학회 학술발표논문집},

pages = {80--82},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{ju2018enabling,

title = {Enabling RETE algorithm for RDFS reasoning on Apache Spark},

author = {Hyunsu Ju and Sangyoon Oh},

url = {https://ieeexplore.ieee.org/abstract/document/8567386/keywords#keywords},

doi = {10.1109/SC2.2018.00028},

isbn = {978-1-7281-0236-8},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2)},

pages = {135--138},

organization = {IEEE},

keywords = {RDFS Reasoning, RETE, Semantic Web, Sparks},

pubstate = {published},

tppubtype = {conference}

}

@conference{oh2018edgecnn,

title = {EdgeCNN: Image classification with edge detection and deep convolutional neural network for portable medical imaging systems},

author = {S Oh and M Kim and D Kim and M Jeong and M Lee},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {Basic & Clinical Pharmacology & Toxicology},

volume = {123},

pages = {36--36},

organization = {WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}