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 

• ICWS 2023 

• ICWS 2022 

• ICWS 2021 

• ICWS 2020 

• ICWS 2019 

Organizing Committee 

• IEEE MDM 2017 (Local Organizing Co-Chair)

• KDBC 2023, 2022, 2021, 2020, 2019

External Reviewer

• Applied Sciences 2021, 2020

• Cluster Computing 2021, 2020

• The Journal of Supercomputing (SUPE) 2020, 2019

• Entropy 2020 

• IEEE Access 2020 

• Journal of Information Processing Systems (JIPS) 2021, 2019

• 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 

• CS Rankings 

• 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 read, write and present papers

• How to Be a Good Graduate Student 

• 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 on Research and Writing 

• 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 

• CS Research Topic Generator