Self-Introduction

I am currently a Ph.D candidate at the Smart Mobile and Media Computing Laboratory, School of Electronics and Computer Engineering, Chonnam National University, South Korea. I received my B.S degree from the School of Applied Mathematics and Informatics (SAMI), Hanoi University of Science and Technology (HUST), Vietnam in 2013. I was an engineer at the Samsung Vietnam Mobile R&D Center in 2013. After two years, I left Samsung and pursued Master degree at SMMC laboratory from Fall semester 2015.

Research Interests

My major interests are in the research areas of Mobile Cloud Computing and Applied Mathematics in Network Communication.

Publications

2019

  1. Linh Van Ma, Sang Woo Kim, Akm Ashiquzzaman, Kwangki Kim, Jinsul Kim, “Cooperating SDN and MEC for Lowering Latency of Adaptive Ultra-high Video Streaming in NFV”, IEEE Consumer Communications & Networking Conference - [Workshop - Scalability and Reliability Issues and Solutions for Software Defined Networks (SRSDN)], 11-14 January 2019, Las Vegas, USA
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2018

  1. Linh Van Ma, Akm Ashiquzzaman, Sang Woo Kim, Dongsu Lee, Jinsul Kim, “Machine Learning-based QoE Performance Analysis for DASH Streaming in NFV”, 2018 한국디지털콘텐츠학회 공동학술대회, November 30, 2018, Sookmyung Women's University, Seoul, Korea
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  2. Linh Van Ma, Akm Ashiquzzaman, Sang Woo Kim, Dongsu Lee, Jinsul Kim, “Machine Learning Approach for Detecting and Classifying Network Intrusions from Unauthorized Users”, 2018 한국디지털콘텐츠학회 공동학술대회, November 30, 2018, Sookmyung Women's University, Seoul, Korea
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  3. Linh Van Ma, Sang Woo Kim, Jaehyung Park, Um Tae-won, Jinsul Kim, “An Application of Reinforcement Learning Algorithm at MEC for 4K Adaptive Video Streaming in NFV”, 2018 International Conference on Digital Contents: Smart Media, Art & Culture Technology, October 4-6, 2018, Ocean Suites Jeju Hotel, Jeju, Korea
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  4. Jinsul Kim, Yonggwan Won, Changwoo Yoon, Jin-Young Kim, Sangho Park, JaeCheol Ryou, Linh Van Ma, “A Context-aware adaptive algorithm for ambient intelligence DASH at mobile edge computing”, Journal of Ambient Intelligence and Humanized Computing, SCI(E): IF; 1.423 (2017): ISSN: 1868-5137 (Online: 21 September 2018)
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  5. Linh Van Ma, Gwanghyun Yu, Jin-Young Kim, Yonggwan Won, Jinsul Kim, “An efficient transmission method based on HEVC multi-view adaptive video streaming over P2P network in NFV”, The Journal of Supercomputing, SCI(E): IF; 1.532 (2017): ISSN: 0920-8542 (Online: 11 September 2018)
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  6. Linh Van Ma, Van Quan Nguyen, Jaehyung Park, Jinsul Kim, “NFV-Based Mobile Edge Computing for Lowering Latency of 4K Video Streaming”, The 10th International Conference on Ubiquitous and Future Networks (ICUFN 2018), Prague, Czech Republic, July 3(Tue.) ~ July 6(Fri.), 2018.
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  7. Linh Van Ma, Van Quan Nguyen, Jinsul Kim, “Classify Segments from DASH Dataset Using MLP”, 2018 한국정보기술학회한국디지털콘텐츠학회 하계공동학술대회, Chosun University, South Korea, June 08, 2018.
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  8. Linh Van Ma, Van Quan Nguyen, Jinsul Kim, “Classifying Weather Information for Disaster Prevention”, 2018 한국정보기술학회한국디지털콘텐츠학회 하계공동학술대회, Chosun University, South Korea, June 08, 2018.
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  9. Linh Van Ma, Jinsul Kim, Jin-young Kim, Yonggwan Won, Jonghyun Jang, Kwangki Kim, “An Efficient Fuzzy-based Resource Allocation Method in NFV”, International Conference on Business Solutions for MSME Enterprises ICSMB 2018 (ICSMB 2018), Philippine, Manila, January 17-19, 2018.
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2017

  1. Thesis: “An Advanced Fuzzy-based Optimal Resource Allocation Method in NFV,” 2017.12.04
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  2. Linh Van Ma, Jaehyung Park, Jiseung Nam, Hoyoung Ryu and Jinsul Kim, “A Fuzzy-Based Adaptive Streaming Algorithm for Reducing Entropy Rate of DASH Bitrate Fluctuation to Improve Mobile Quality of Service”, entropy, Vol.19, No.9, pp477-481, 2017. SCIE: IF; 1.821: ISSN:1099-4300
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  3. Linh Van Ma, Jaehyung Park, Jiseung Nam, Jonghyun Jang, Jinsul Kim, “An Efficient Scheduling Multimedia Transcoding Method for DASH Streaming in Cloud Environment”, Cluster Computing, SCIE: IF; 2.040 (2016): ISSN:1386-7857 (Online: 23 October 2017)
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  4. Linh Van Ma, Jinsul Kim, Sanghyun Park, “A Fuzzy-based Method for Reducing Mobile Video-quality Fluctuation”, Asia-Pacific Academic and Industrial Services(APAIS), The 2017 2nd Special issue International Workshop on Information Theory and 5G Technologies, pp.21-28, Mar. 2017
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  5. Gwanghyun Yu, Linh Van Ma, Sung-Hoon Hong, Jin-Young Kim, Jinsul Kim, “Android Application based practical implementation of Scream Recognition System”, The 12th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Dec 18-20, 2017, Taichung, Taiwan.
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  6. Linh Van Ma, Yonggwan Won, Taeksoo Ji, Sung-Hoon Hong, Jinsul Kim, “A Research on an Intelligent Urban Disaster Control with an Integrated Management and Monitoring System Using IoT Smart Sensors”, The 12th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Dec 18-20, 2017, Taichung, Taiwan.
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  7. Linh Van Ma, Baeho Lee, YoungYun Lee, Sung-June Baek, Jinsul Kim, “A Study on Reducing Entropy Rate of Adaptive Streaming Bitrate Fluctuation”, The 12th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Dec 18-20, 2017, Taichung, Taiwan.
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  8. Linh Van Ma, Jin-Young Kim, Jonghyun Jang, Gwanghyun Yu, Jinsul Kim, “A Study on Adaptive Based HEVC 3D Multi-view Video Streaming over P2P Network”, The 12th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2017), Dec 18-20, 2017, Taichung, Taiwan.
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  9. Linh Van Ma, YoungYun Lee, Sung-Hoon Hong, Baeho Lee, Sung-June Baek, Jinsul Kim, “A Study on Automotive Management and Orchestration System for Video Streaming over the Internet”, The 3rd International Conference on Next Generation Computing (ICNGC2017b), December 21~24, 2017, Kaohsiung, Taiwan.
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  10. Linh Van Ma, Jaehyung Park, Su-il Choi, Taeksoo Ji, Yonggwan Won, GeunChang Choi, Jinsul Kim, “A Research on Edge Computing and Blockchain-based IoT for Disaster Recovery and Prevention”, The 3rd International Conference on Next Generation Computing (ICNGC2017b), December 21~24, 2017, Kaohsiung, Taiwan.
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  11. Linh Van Ma, Jaehyung Park, Su-il Choi, Taeksoo Ji, Yonggwan Won, GeunChang Choi, Jinsul Kim, “A Study on Management and Orchestration System for Adaptive Streaming in NFV”, Korea Digital Contents Society Conference (Domestic Conference), December 1, 2017 (Fri), 2 (Sat), Mokwon University (Daejeon).
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  12. Linh Van Ma, GeunChang Choi, Jinsul Kim, “A Research on Monitoring System Using IoT Smart Sensors for Reducing Urban Disaster Effect”, Korea Digital Contents Society Conference (Domestic Conference), December 1, 2017 (Fri), 2 (Sat), Mokwon University (Daejeon).
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  13. Linh Van Ma, Jaehyung Park, Suil Choi, Yonggwan Won, Jinsul Kim, “An Efficient Resource Management Method for DASH Streaming in Cloud Environment”, The International Conference on Big data, IoT, and Cloud Computing (BIC-17), Aug. 22-24, 2017, Jeju, Korea.
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  14. Linh Van Ma, Sanghyun Park, Jinsul Kim, “An Optimizing Multimedia Transcoding Method for Adaptive Streaming in Media Cloud”, [Korea Institute of Knowledge Information and Technology] 2017 Spring Conference (Domestic Conference), June 2 (Fri) - 3 (Sat), 2017, Hanbat National University.
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  15. Linh Van Ma, Sanghyun Park, Jong-hyun Jang, Jaehyung Park, and Jinsul Kim. “A Fuzzy-based Dynamic Method for Efficient Sharing Bandwidth in Local Physical Network.” 한국디지털콘텐츠학회 논문지 Vol.18, No.2 (2017), pp.411-422.
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2016

  1. Linh Van Ma, Sanghyun Park, Jong-hyun Jang, Jaehyung Park, Jinsul Kim, “A Dynamical Load Balancing Method for Data Streaming and User Request in WebRTC Environment”, Journal of Digital Contents Society, Vol.17, No.6 (2016), pp.581-592.
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  2. Linh Van Ma, Sanghyun Park, Jong-hyun Jang, Jaehyung Park, and Jinsul Kim. “Fuzzy Decision Making-based Recommendation Channel System using the Social Network Database,” Journal of Digital Contents Society, Vol.17, No.5 (2016), pp.307-316, pp.581-592.
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  3. Linh Van Ma, Jisue Kim, Sanghyun Park, Jinsul Kim, Jonghyeon Jang, “An efficient Session_Weight load balancing and scheduling methodology for high-quality telehealth care service based on WebRTC”, The Journal of Supercomputing, Vol.72, No.10, SCI: IF; 0.858 (2014): ISSN:0920-8542, (First Online: 30 January 2016)
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  4. Linh Van Ma, Sanghyun Park, Jinsul Kim, “A Flexible Method for Sharing Network Bandwidth Utilization in Local Network by Applying the Advantage of Fuzzy Control: An Example on WebRTC Streaming”, The International Conference on Internet Computing (ICOMP16), pp.125, 2016
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2015

  1. Linh Ma Van, Jonghyun Jang, Jinsul Kim, "Adjusting Local Network Speed by Using Fuzzy Theory with An Illustration in WebRTC Environment", 디지털콘텐츠학회, 제16권, 제6호, pp.917-925, 2015. 12.
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  2. Linh Van Ma, Sanghyun Park, Jinsul Kim, “Negotiated Bandwidth of Streaming Video by Using Fuzzy Logic in WebRTC”, 2015 Korea Digital Content Association Joint Conference (Domestic Conference), Hansung University, 2015 Oct 28th. (Best Paper Award).
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R&D Projects

Period Title Fund Support Status
2018.07.01 ~ 2021.12.03 Development of Autonomous Collaborative Swarm Intelligence Technologies for Disposable IoT Devices
초소형 IoT 디바이스를 위한 자율적 상호협력기반 군집지능 기술개발		 IITP, Republic of Korea In progress
2016.06.01 ~ Current Intelligent Indoor/Outdoor Disaster and Disaster Integrated Management and Monitoring System Development Using IOT Smart Sensor
IoT 스마트 센서를 활용한 지능형 실내/외 재난.재해 통합 관리 및 모니터링 시스템 개발		 IITP, Republic of Korea In progress
2017.06.01 ~ Current Intelligent MEC(Mobile Edge Computing) based S/W Platform Technology for Providing High Quality Media Service over 4K-UHD Level (4K UHD급 이상 고품질 미디어 서비스 제공을 위한 지능형 모바일 엣지 컴퓨팅 기반 S/W 플랫폼 기술 연구) NRF (National Research Foundation of Korea), Republic of Korea In progress
2018.05.01 ~ 2018.11.30 A Study on QoE Performance Analysis and Quality Improvement Method to Ensure High Quality Multimedia Service in Network Virtualization Environment
네트워크 가상화 환경에서 고품질 멀티미디어 서비스 보장을 위한 QoE 성능 분석 및 품질 향상 방안 연구		 ETRI, Republic of Korea
(위탁연구) 		Completed
2017.07.20 ~ 2018.04.19 Big Data-based SCADA Data Analysis and Intelligent Failure Prediction System Performance Optimization Study
빅 데이터 기반의 SCADA 데이터 분석 및 지능형 장애예측 시스템 성능 최적화 연구		 XISOM, Republic of Korea Completed
2016.10.01 ~ 2017.03.31 A Study on Data Quality Improvement Technique for High Capacity Multimedia Transmission and Multiuser Sharing using Network Performance Analysis
네트워크 성능분석을 이용한 고용량 멀티미디어 전송 및 멀티유저간의 공유를 위한 데이터 품질향상 기술 연구 		ETRI, Republic of Korea Completed
2017.08.01 ~ 2017.12.31 Research and development of content routing technology for FNCP-based (Future Network Computing Platform) multimedia service
FNCP기반 멀티미디어 서비스를 위한 콘텐츠 라우팅 기술 연구 및 개발		 ETRI, Republic of Korea Completed
2015.12.01 ~ 2016.03.31 Network Performance Analysis Technology for Improving Quality of Real-time Multi-user Target Contents based on TaaS Platform in WebRTC Environment
WebRTC 환경에서 TaaS 플랫폼 기반 실시간 멀티유저 타겟 콘텐츠의 품질 향상을 위한 네트워크 성능 분석 기술 연구		 ETRI, Republic of Korea Completed