Van-Quyet Nguyen, Ph.D Department of Software Engineering, Faculty of Information Technology Hung Yen University of Technology and Education - UTEHY

Welcome to Van-Quyet Nguyen's webpage.

Contact Information

Self-Introduction

Dr. Van-Quyet Nguyen received the Ph.D degree in Computer Science from the Chonnam National University (JNU), South Korea, in 2019. He received the M.Sc in Computer and Information Science from the Hanoi University of Science and Technology (HUST), Ha Noi, Viet Nam, in 2013. He received the B.Sc degree in Information Technology from the Hung Yen University of Technology and Education (UTEHY), Hung Yen, Viet Nam, in 2009. He has over 10 years research and working experience in Big Data analytics and its applications. He is currently a lecturer at the Hung Yen University of Technology and Education.

Research Interests

My main interest is in the Big Data Analytics. I am very interested in parallel algorithms for big graph analysis on the distributed systems, and I am looking into how to apply graph-based solutions for solving problems from many diverse disciplines, including transportation, social networks, bioinformatics, computational science, health care, security and intelligence analysis.

Publications

Books

1. Van-Quyet Nguyen, Huy-The Vu, Anh-Hien Dao, Duc-Tho Bui, Thi-Thu-Trang Do "Digital Citizenship." Science and Technics Publishing House, 22 July 2024. ISBN: 978-604-67-2982-2. (in Vietnamese)
   
2. Minh-Quy Nguyen, Van-Quyet Nguyen, Do-Thu-Ha Tran, "Windows Forms Application Programming." Science and Technics Publishing House, 27 September 2024. ISBN: 978-604-67-3056-9. (in Vietnamese)
   
3. Van-Hau Nguyen, Minh-Chuan Pham, Van-Quyet Nguyen "Basics of Machine Learning." Science and Technics Publishing House, 19 September 2022. ISBN: 978-604-67-2456-8. (in Vietnamese)
   
4. Minh-Chuan Pham, Thi-Nhi Trinh, Van-Quyet Nguyen "Relational Databases: Theory and Practice." Science and Technics Publishing House, 23 February 2022. ISBN: 978-604-67-2205-2. (in Vietnamese)
   

International Journals

1. Van-Quyet Nguyen, Huy-The Vu, Van-Hau Nguyen, and Kyungbaek Kim. "A Smart Evacuation Guidance System for Large Buildings." Electronics. 2022, Vol. 11, No. 18:2938.
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2. Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim, "Estimating Searching Cost of Regular Path Queries on Large Graphs by Exploiting Unit-Subqueries." Journal of Heuristics, ISSN: 1572-9397. 2022.
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3. Huy-The Vu, Minh-Tien Nguyen, Van-Chien Nguyen, Minh-Hieu Pham, Van-Quyet Nguyen, and Van-Hau Nguyen, "Label-Representative Graph Convolutional Network for Multi-Label Text Classification." Applied Intelligence, ISSN: 1573-7497. 2022.
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4. Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim. "Efficiently Estimating Joining Cost of Subqueries in Regular Path Queries." Electronics. 2021, Vol. 10, No. 9:990.
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5. Giang-Truong Nguyen, Van-Quyet Nguyen, Van-Hau Nguyen, Kyungbaek Kim. "Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations." IEICE Transactions on Information and Systems; ISSN: 1745-1361. 2021, Vol. E104-D, No. 2.
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6. Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim. "Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection." KSII Transactions on Internet and Information Systems (TIIS); ISSN: 1976-7277. 2019, Vol. 13, No. 6.
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7. Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, Jeong-Nyeo Kim, Kyungbaek Kim. "Source-side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold." IEICE Transactions on Information and Systems; ISSN: 1745-1361. 2018, Vol. E101-D, No.6.
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8. Van-Quyet Nguyen and Kyungbaek Kim. "Efficient Regular Path Query Evaluation by Splitting withUnit-Subquery Cost Matrix." IEICE Transactions on Information and Systems; ISSN: 1745-1361. 2017, Vol. E100-D, No.10.
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International Conferences

1. Thi-Thu-Trang Do, Van-Dung Tran, Manh-Hung Ngo, Dinh-Dao Dang, Quang-Thinh Dam, Thai-Bao Mai-Hoang, Van-Quyet Nguyen, Quyet-Thang Huynh, "Design and Implementation of a Big Data Platform for Production and Business Management: A Case Study from Vietnam National Coal and Mineral Industries Group." In Proceedings of The 3rd International Conference on Advances in Information and Communication Technology 2024 (ICTA 2024) November 16-17, 2024, Hung Vuong University, Phu Tho, Vietnam.
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2. Thi-Thu-Trang Do, Thi-Thuy-Linh Tong, Viet-Anh Nguyen, Manh-Hung Ngo, Van-Quyet Nguyen, Quyet-Thang Huynh, "Evaluating Lazy and Non-Lazy Execution Strategies in Spark for Big Data Processing Optimization." In Proceedings of The 13th International Conference on Smart Media and Applications (SMA) December 19-22, 2024, National University of Laos, Vientiane, Laos.
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3. Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim, "Big Data Knowledge Acquisition Platform for Smart Farming." In Proceedings of The 11th International Symposium on Information and Communication Technology (SoICT) December 1-3, 2022, Hanoi - Halong Bay, Viet Nam.
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4. Thi-Thu-Trang Do, Thai-Bao Mai-Hoang, Van-Quyet Nguyen, Quyet-Thang Huynh, "Query-based Performance Comparison of Graph Database and Relational Database." In Proceedings of The 11th International Symposium on Information and Communication Technology (SoICT) December 1-3, 2022, Hanoi - Halong Bay, Viet Nam.
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5. Thi-Thu-Trang Do, Quang-Thinh Dam, Tai-Huy Ha, Quyet-Thang Huynh, Kyungbaek Kim and Van-Quyet Nguyen, "A Big Data Platform for Real-Time Video Surveillance." In Proceedings of the 7th International Conference on Research in Intelligent Computing in Engineering (RICE) November 11-12, 2022, Hung Yen University of Technology and Education, Hung Yen, Viet Nam.
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6. Van-Quyet Nguyen, Thai-Bao Mai-Hoang, Kyungbaek Kim. "Mining Association Rules from Student Learning Results." In Proceedings of The 10th International Conference on Smart Media and Applications (SMA) September 9-11, 2021, Jeollabuk-do, Republic of Korea.
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7. Van-Quyet Nguyen, Huy-The Vu, Van-Hau Nguyen, Thai-Bao Mai-Hoang, Kyungbaek Kim. "Design and Implementation of Smart Indicators based Emergency Evacuation System for Smart Buildings." In Proceedings of The 10th International Conference on Smart Media and Applications (SMA) September 9-11, 2021, Jeollabuk-do, Republic of Korea.
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8. Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim. "Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries." In Proceedings of The 9th International Conference on Smart Media and Applications (SMA) September 17-19, 2020, Jeju, Republic of Korea.
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9. Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona. "Empirical Study on SAT-Encodings of the At-Most-One Constraint." In Proceedings of The 9th International Conference on Smart Media and Applications (SMA) September 17-19, 2020, Jeju, Republic of Korea.
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10. Huy-The Vu, Van-Hau Nguyen, Van-Quyet Nguyen, Minh-Tien Nguyen. "Vietnamese Document Classification Using Graph Convolutional Network." In Proceedings of The 12th International Conference on Knowledge and Systems Engineering (KSE) November 12-14, 2020, Can Tho, Vietnam.
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11. Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Quyet-Thang Huynh. "A Genetic Algorithm for Large Graph Partitioning Problem." In Proceedings of The 10th International Symposium on Information and Communication Technology (SoICT) December 4-6, 2019, Hanoi - Halong Bay, Viet Nam.
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12. Van-Quyet Nguyen, Huu-Duy Nguyen, Quyet-Thang Huynh, Nalini Venkatasubramanian, Kyungbaek Kim, "A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings." In Proceedings of the Fifth International Conference on Smart Computing (SMARTCOMP), June 12-14, 2019, Washington D.C., US.
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13. Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, and Kyungbaek Kim, "Design and Implementation of Intrusion Detection System using Convolutional Neural Network for DoS Detection." In Proceedings of The 2nd International Conference on Machine Learning and Soft Computing. ACM. Phu Quoc Island, Vietnam, February 2-4, 2018.
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14. Van-Quyet Nguyen and Kyungbaek Kim, "Estimating the Evaluation Cost of Regular Path Queries on Large Graphs." In Proceedings of the Eighth Symposium on Information and Communication Technology. ACM, (pp. 92-99). Nha Trang, Vietnam, December 7-8, 2017.
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15. Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Deokjai Choi, Kyungbaek Kim, "Location-aware Dynamic Network Provisioning." In Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) 2017 , September 27-29, 2017, Seoul, Korea.
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16. Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim, "Enabling Disaster-Resilient SDN with Location Trustiness." In Proceedings of the 4th International Conference on Computer Applications and Information Processing Technology (CAIPT 2017), August 8-10, 2017, Bali, Indonesia.
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17. Giang-Truong Nguyen, Van-Quyet Nguyen, and Kyungbaek Kim, "Design of Knowledge Acquisition Subsystem with Mining Association Rules from Big Data." In Proceedings of the International Conference on Smart Media & Applications (SMA 2017), December 17-19, 2017, Boracay, Philippines.
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18. Gde Dharma N., Quyet Nguyen-Van, Tiep Vu Duc, Ngoc Nguyen-Sinh, Alvin Prayuda J.D., Kyungbaek Kim, Deokjai Choi, "Design of Service Abstraction Model for Enhancing Network Provision in Future Network." In Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) 2016 , October 5-7, 2016, Kanazawa, Japan.
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19. Nguyen Van Quyet, Kyungbaek Kim, "Study on Location Trustiness based on Multimodal Information." In Proceedings of the 4th International Conference on Smart Media and Applications (SMA), January 11-12 2016, Danang, Vietnam.
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20. Quyet Nguyen-Van, Le-Duc Tung, Zhenjiang Hu, "Minimizing Data Transfers for Regular Reachability Query on Distributed Graphs." SoICT'2013, Da Nang, Vietnam, December 5-6, 2013.
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21. Le-Duc Tung, Quyet Nguyen-Van, Zhenjiang Hu, "Efficient Query Evaluation on Distributed Graph with Hadoop Environment." SoICT'2013, Da Nang, Vietnam, December 5-6, 2013.
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Domestic Journals

1. Thi-Dao Do and Van-Quyet Nguyen. "Performance Comparison Between Hive and Spark in Structured Big Data Analysis." UTEHY Journal of Applied Science and Technology Vol.42, 2024.
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2. Van-Quyet Nguyen, Xuan-Lac Bui-Thi, and Van-Hau Nguyen. "An efficient graph modeling approach for storing and analyzing heterogeneous IoT data." UTEHY Journal of Science and Technology Vol.27, 2020.
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3. Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, and Kyungbaek Kim, "Efficient Association Rule Mining based SON Algorithm for a Bigdata Platform." Journal of Digital Contents Society Vol.18 No.8 pp. 1593-1601, December 25, 2017.
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4. Van-Quyet Nguyen, Giang-Truong Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim, "Leveraging Social Media for Enriching Disaster related Location Trustiness." Journal of Digital Contents Society Vol.18 No.3 pp. 567-575, June , 2017.
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5. Van-Quyet Nguyen, Sinh Ngoc Nguyen, Kyungbaek Kim, "Design of a Platform for Collecting and Analyzing Agricultural BigData." Journal of Digital Contents Society Vol.18 No.1 pp. 149-158, Feburary 28, 2017.
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6. Sinh Ngoc Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, "Analysis of Legacy Middlebox Driven Security Threats of Software Defined Network", KNOM Review Vol.19 No.2 pp. 13-25, December 31, 2016.
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7. Tiep Vu Duc, Quyet Nguyen-Van, Kyungbaek Kim, "Design and Implementation of Geo-Social information based Personalized Warning Notification system." Smart Media Journal Vol.5 No.2 pp. 42-50, June 30, 2016.
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Domestic Conferences

1. Van-Quyet Nguyen, Kyungbaek Kim, "Comparison of Relational Databases and Graph Databases for Heterogeneous IoT Data Management." In Proceedings of the KISM Spring Conference April 26-27, 2019, Korea National University of Transportation, Chungju, South Korea.
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2. Huu-Duy Nguyen, Van-Quyet Nguyen, Quoc-Viet Hoang, Kyungbaek Kim, "Network Path Selection for Provisioning Multiple Location-aware Networks." In Proceedings of KNOM Conference 2018, May 10-11, 2018, Jeju National University, Jeju, South Korea.
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3. Van-Quyet Nguyen, Huu-Duy Nguyen, Giang-Truong Nguyen, Kyungbaek Kim, "A Graph Model of Heterogeneous IoT Data Representation: A Case Study from Smart Campus Management." In Proceedings of KISM Fall Conference November 02-03, 2018, Pukyong National University, Busan, South Korea.
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4. Huu-Duy Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, Taeyong Kwon, Sungwoong Yeom, Kyungbaek Kim, "Implementation of a Framework for Location-aware Dynamic Network Provisioning." In Proceedings of KISM Fall Conference November 02-03, 2018, Pukyong National University, Busan, South Korea.
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5. Giang-Truong Nguyen, Van-Quyet Nguyen, Huu-Duy Nguyen, Kyungbaek Kim, "LSTM based Network Traffic Volume Prediction." In Proceedings of KISM Fall Conference November 02-03, 2018, Pukyong National University, Busan, South Korea.
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6. Van-Quyet Nguyen, Giang-Truong Nguyen, Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim, "Big Data Analytics and Visualization Techniques: A Case Study from Agriculture Domain." In Proceedings of KISM Fall Conference October 03-04, 2017, Mokpo University, Mokpo, South Korea.
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7. Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim, "Enabling Resilient Network Provisioning by using Location-Trustiness." In Proceedings of KNOM Conference 2017 June 02-03, 2017, Chonnam National University, Gwangju, South Korea.
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8. Van-Quyet Nguyen and Kyungbaek Kim, "Performance Evaluation between Hive on MapReduce and Spark SQL with BigBench and PAT." In Proceedings of KISM Spring Conference April 28-29, 2017, Seoul National University, Seoul, South Korea.
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9. Van-Quyet Nguyen, Sinh Ngoc Nguyen, Giang Truong Nguyen, Kyungbaek Kim, "Design of a Disaster Big Data Platform for Collecting and Analyzing Social Media." In Proceedings of KIPS Spring Conference April 28-29, 2017, Jeju National University, Jeju, South Korea.
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10. Van-Quyet Nguyen, Sinh Ngoc Nguyen, Duc Tiep Vu, Kyungbaek Kim, "Design and Implementation of Big Data Platform for Image Processing in Agriculture." In Proceedings of KIPS Fall Conference November 04-05, 2016, Pusan National University, Busan, South Korea.
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11. Van-Quyet Nguyen, Sinh Ngoc Nguyen, Duc Tiep Vu, Kyungbaek Kim, "The Performance Comparison of Hadoop and Spark in Agriculture Big Data Processing." In Proceedings of KISM Fall Conference October 28-29, 2016, Honam University, Gwangju, South Korea.
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12. Sinh Ngoc Nguyen, Van-Quyet Nguyen, Duc Tiep Vu, Kyungbaek Kim, "Design a Big Data platform for Collection and Analysis of Disaster Information." In Proceedings of KISM Fall Conference October 28-29, 2016, Honam University, Gwangju, South Korea.
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13. Van-Quyet Nguyen, Sinh Ngoc Nguyen, Duc Tiep Vu, Kyungbaek Kim, "Design and Implementation of a Crawling Agriculture Product Prices System based on Hadoop and Flume." In Proceedings of KISM Fall Conference October 28-29, 2016, Honam University, Gwangju, South Korea.
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14. Sinh Ngoc Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, "Comparison the query time of searching data on HBase and HDFS." In Proceedings of KISM Fall Conference October 28-29, 2016, Honam University, Gwangju, South Korea.
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15. Quyet Nguyen-Van, Ngoc Nguyen-Sinh, Kyungbaek Kim, "VLTNet: A framework for Visualizaing location trustiness weighted Network Topology." In Proceedings of KISM Spring Conference April 29-30, 2016, Silla University, Busan, South Korea.
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16. Ngoc Nguyen-Sinh, Quyet Nguyen-Van, Kyungbaek Kim, "Design of Spark based Agricultural Big Data Analysis Platform." In Proceedings of KISM Spring Conference April 29-30, 2016, Silla University, Busan, South Korea.
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17. Vu Duc Tiep, Nguyen Van Quyet, Kyungbaek Kim, "Prototype Implementation of a Personalized Warning Notification System based on Geosocial Information." In Proceedings of KIPS Conference, October 30-31, 2015, Hanna University, Jeju, South Korea.
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18. Nguyen Van Quyet, Kyungbaek Kim, "Method of Calculating Trustiness of Location Based on Earthquake Information." In Proceedings of KISM Fall Conference, October 23-24, 2015, Chonson University, Gwangju, South Korea, .
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R&D Projects

Period	Title	Fund Support	Status
2023.03.31 ~ 2025.03.31	A Study of Big Data Analytics Platform for Multi-camera Video Surveillance	UTEHY.L.2023.02	In Progress
2020.03.01 ~ 2021.08.31	A Study of Efficient Guidance for Emergency Evacuation Systems in Large Smart Buildings	UTEHY.L.2020.07	Completed
2016.01.01 ~ 2018.12.31	A study on the strategy development of agricultural management and service, based on Big Data	RDA, Republic of Korea	Completed
2016.04.26 ~ 2016.12.31	Study on the multi-dimensional Future Network System Architecture for diversity of Services, Terminals and Networks	IITP, Republic of Korea	Completed
2015.07.15 ~ 2015.12.11	Global SDN Testbed and Its Test for Corresponding to Disasters using APII/TEIN	NIA (National Information Society Agency), Republic of Korea	Completed
2014.05.01 ~ 2016.12.31	Personalized warning notification system based on geosocial big data	NRF (National Research Foundation of Korea), Republic of Korea	Completed
2012.08.01 ~ 2013.03.31	Building a Framework for Web Applications Developemnt based on .NET technology	UTEHY.L.2012.10	Completed

Teaching