Prof. Suh's Biography
Research Interests
Databases, Big Data, Data Science, Data Mining, Machine Learning, Deep Learning, Storage Systems, Performance Evaluation
Education
Ph.D. in Computer Science, Univ. of Arizona, AZ, USA, 2015.
M.S. in Computer Science, KAIST, Daejeon, Korea, 2005.
B.S. in Computer Science, Kyungpook National University, Daegu, Korea, 2003.
Publications
See here.
Professional/Work Experience
02/2023 - present, Vice General Manager, the BK FOUR Intelligence Convergence Software Education Research Group, School of Computer Science & Engineering, Daegu, Kyungpook National University
10/2022 - present, Associate Professor, School of Computer Science & Engineering, Daegu, Kyungpook National University
02/2022 - 01/2023, Department Chair, Department of Information Science, Daegu, Kyungpook National University
11/2020 - 10/2021, Director, Institute of IT-Gifted Youth, Daegu, Kyungpook National University
02/2019 - 01/2022, Vice Department Chair (Chair in Data Science Division), School of Computer Science & Engineering, Daegu, Kyungpook National University
09/2017 - 09/2022, Assistant Professor, School of Computer Science & Engineering, Daegu, Kyungpook National University
03/2005 - 08/2017, Senior Researcher, Korea Institute of Science and Technology Information, Daejeon, Republic of Korea
08/2008 - 08/2014, TA/RA, Department of Computer Science, University of Arizona, Tucson, AZ, USA
01/2012 - 08/2012, Software Engineering Intern, Teradata Corporation, El Segundo, CA, USA
05/2011 - 08/2011, Software Engineering Intern, Teradata Corporation, El Segundo, CA, USA
Awards
Best Paper Awards:
KSC 2021 (Outstanding Journal by the Computer System Society of KIISE)
KSC 2020 (Outstanding Paper)
KDBC 2020 (Bronze Prize)
KDBC 2019 (Silver Prize)
BigDAS 2017
EDB 2016
Best Poster Award at ACM/IEEE CCGrid'16.
Service Award by National Research Foundation of Korea, 2016.
Travel Grant Award at the University of Arizona, 2012.
Professional Academic Services
Program Committee
Organizing Committee
External Reviewer
Applied Sciences 2021, 2020
Cluster Computing 2021, 2020
The Journal of Supercomputing (SUPE) 2020, 2019
Entropy 2020
IEEE Access 2020
SIGMOD 2010
ICDE 2011
ER 2011
Editorship
Sustainability 2020-2021 (Special Issue Editor)
Professional Memberships
Lifetime member, KIISE - Korea Database Society
Member, IEEE
Professional Member, ACM
Member, IEICE, Sigma XI, KIISE, KIPS, KSII
Thesis Defense Committee Services
Doctoral Dissertation Defense Committee
[D2] Fatima Abdullah, "IoT Query Latency Reduction by Resource-Aware Task Placement in Fog," supervised by Prof. Byungchul Tak, Kyungpook National University, Fall 2023.
[D1] Laith Baniata, "A Neural Machine Translation Model for Arabic Dialects That Utilizes Multitask Learning," supervised by Prof. Seyoung Park, Kyungpook National University, Spring 2019.
Master's Thesis Defense Committee
[M23] Jaeyeon Jang(장재연), "A Method for Inferring Cell Trajectory Using Time- course Single-cell Gene Expression Data," supervised by Prof. Inuk Jung, Kyungpook National University, Fall 2022.
[M21-DAC_LAB-9] Youngeun Chae (채영은), "A Deep Reinforcement Learning Model for HVAC Control in an IoT Environment," supervised by me, Kyungpook National University, Fall 2022.
[M20-DAC_LAB-8] Junyoung An (안준영), "An Analysis of Query Evaluation Performance across Multiple GPU DBMSes," supervised by me, Kyungpook National University, Spring 2022.
[M19-DAC_LAB-7] Daewoong Seo (서대웅), "Electrocardiogram-based Sleep Apnea Severity Estimation Neural Network Technique," supervised by me, Kyungpook National University, Spring 2022.
[M18-DAC_LAB-6] Jaeseong Kim (김재성), "Machine Learning Framework for Indoor Environment Forecasting," supervised by me, Kyungpook National University, Spring 2022.
[M17-INFO_SCI-1] Seong Hyun Kim(김승현), "정보통신 산업의 지역별 고용 변화 요인 탐색," supervised by me, Kyungpook National University, Fall 2021.
[M16-DAC_LAB-5] Karina Karapetian, "A Transfer Learning Based Scheme for Drug-Suicidal Event Relation Extraction," supervised by me, Kyungpook National University, Fall 2021.
[M15] Yoon-Chang Chae(채윤창), "서비스 워크로드에 대한 시스템 콜 시퀀스 패턴 추출 방법" supervised by Prof. Byungchul Tak, Kyungpook National University, Fall 2021.
[M14] Minje Choi(최민제), "A3C 기반의 적응형 비디오 스트리밍 시스템," supervised by Prof. Kyungshik Lim, Kyungpook National University, Spring 2021.
[M13] Hyung In Choi(최형인), "AI Hub 한영 번역 데이터를 활용한 기계번역 성능 향상을 위한 연구," supervised by Prof. Seyoung Park, Kyungpook National University, Spring 2021.
[M12-DAC_LAB-4] Seo-Young Kim (김서영), "심전도 신호를 이용한 기계 학습 기반 수면무호흡 탐지 방법," supervised by me, Kyungpook National University, Spring 2021.
[M11-DAC_LAB-3] Hawon Choo (추하원), "시공간 IoT 데이터에 대한 트라인 기반 색인 방법," supervised by me, Kyungpook National University, Spring 2021.
[M10] Seongwook Jung, supervised by Prof. Kyungshik Lim, Kyungpook National University, Fall 2020.
[M9-DAC_LAB-2] Joo-Young Lee (이주영), "군집 기반 뉴스 기사 관리 방법," supervised by me, Kyungpook National University, Fall 2020.
[M8-DAC_LAB-1] Seounghyeon Kim (김성현), "군집 기반 시뮬레이션 시간 추정 방법" supervised by me, Kyungpook National University, Spring 2020.
[M7] Yongmin Shin, "Learning Multi-document Summarization Model through Transfer Learning from Single Document Summarization Model" supervised by Prof. Seyoung Park, Kyungpook National University, Spring 2020.
[M6] Soyong Kim, "Service framework for Internet of Things based on Visible Light Communication," supervised by Prof. Seok-Joo Koh, Kyungpook National University, Fall 2019.
[M5] Wooyong Choi, "Surface-level Neutralization and Word Prediction Approaches for Language Style Transfer," supervised by Prof. Seyoung Park, Kyungpook National University, Fall 2019.
[M4] Ian Jung, "Timeline-based News Stream Summarization Applying Sentence Abstraction," supervised by Prof. Seyoung Park, Kyungpook National University, Spring 2019.
[M3] Hojae Son, "Country Interest Analysis based on Long-term Short-term Memory(LSTM)," supervised by Prof. Anand Paul, Kyungpook National University, Fall 2018.
[M2] Tae-Hyeong Kim, "Modeling Natural Korean Conversation Using Noise Injection," supervised by Prof. Seyoung Park, Kyungpook National University, Fall 2018.
[M1] Minwoo Jung, "Design and Implementation of Device Control Protocol for In-Vehicle Infotainment Services," supervised by Prof. Seok-Joo Koh, Kyungpook National University, Fall 2018.
Invited Talks
"인공지능을 활용한 스마트 HPC 시뮬레이션 서비스," 2021년 한국계산과학공학회 춘계학술대회, 2021.04.
"Smart Simulation Service Using Machine Learning," IT21 Global Conference, KIPS, 2019.06.
"Science of Databases," POSTECH, 2018.02.
"A Simulation-Provenance Service System," Korea Software Conference (winter), 2017.12.
Miscellaneous
My DBLP & Google Scholar
How to Read a Paper by S. Keshav at U of Waterloo
How to Write a Great Research Paper by Simon Peyton Jones at MSR Cambridge
Writing Research Papers by David R. Caprette at Rice U
Writing Technical Articles by Henning Schulzrinne at Columbia U
How to Write an Abstract provided by Philip Koopman
Tips for Writing Technical Papers provided by Jennifer Widom
Tips for a Good Conference Talk provided by Jennifer Widom
How to Write a Good Paper and How to Give a Good Talk by Liang Huang at CUNY
How to Give a Good Research Talk by Stephanie Weirich at UPenn
How to (Not) Present a Paper by Anders Møller at Aarhus U
Advice for researchers and student by Michael Ernst at U of Washington
내가 대학원에 들어왔을 때 알았더라면 좋았을 연구 노하우 (UST 대학원 신입생 OT 강연) by Yoon Sup Choi, Director / Founder at Digital Healthcare Institute