Self-Introduction

I graduated in information technology at Hung Yen University of Technology and Education in 2009. I received a Master degree from Hanoi University of Science and Technology in 2013. Currently, I am a Ph.D student at Chonnam National University under the advice of Professor Kyungbaek Kim.

Research Interests

My main interest is in the Big Data Processing and 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

2018

  • Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, and Kyungbaek Kim, "Source-side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold", IEICE Transactions on Information and Systems (Accepted).
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  • Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, 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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2017

  • 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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  • 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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  • 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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  • Van-Quyet Nguyen and Kyungbaek Kim, "Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix", IEICE Transactions on Information and Systems, Vol.E100.D, No.10, pp.2648-2652, October 2017.
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  • 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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  • 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, 2016, Seoul, Korea.
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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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2016

  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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, Danang, Vietnam.
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2015

  • 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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  • 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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2013

  • 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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  • 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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R&D Projects

Period Title Fund Support Status
2016.01.01 ~ current A study on the strategy development of agricultural management and service, based on Big Data
(Research of BigData Collecting/Storing/Processing Platform and Testing Processes)		 RDA, Republic of Korea In progress
2014.05.01 ~ current Personalized warning notification system based on geosocial big data
(지오소셜 빅데이터 기반 개인 맞춤형 경보 통지 시스템)		 NRF (National Research Foundation of Korea), Republic of Korea In progress
2016.04.26 ~ 2016.12.30 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
(APII/TEIN망을 이용한 재난대응 SDN 테스트베드 구축 및 실증)		 NIA (National Information Society Agency), Republic of Korea Completed