Team members
Hai Anh TRAN
Hai Anh Tran graduated in computer network engineering from the University Polytechnic of Hanoi, Vietnam, in 2008, and the University of Paris Sud Orsay in 2009. He received the PhD degree in Networks and Telecommunication from the University of Paris-Est (UPEC) in 2012 under the supervision of Prof. Abdelhamid Mellouk and the co-supervision of Dr. Said Hoceini. In 2013, He join the Department of Information and Communication Technology, Hanoi University of Science and Technology, Vietnam, as a lecturer. His research interests include QoE aspects, QoS adaptive control/command mechanisms, wired routing, as well as bio-inspired artificial intelligence approaches.
Books
Journals
Conferences
- C. Duong, T. T. Nguyen, T.N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Server and Route Selection Optimization for Knowledge-defined Distributed Network Based on Gambling Theory and LSTM Neural Networks”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Nguyen, N. V. Hoang, T. Pham, T. N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Chu, M. A. Labiod, H. A. Tran, A. Mellouk: “GADaM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector for Dynamic Heterogeneous Environment”. IEEE ICC 2022, 16–20 May 2022, South Korea, pp. 4908-4913.
- B. Diakhate, T. T. Chu, M. A. Labiod, B. Augustin, H. A. Tran, A. Mellouk, “Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments”, the 11th SoICT 2022, Hanoi, Vietnam, Dec 1-3, 2022, pp. 201-207.
- V.Tong, S. Souihi, H. A. Tran, A. Mellouk, “Machine Learning based Root Cause Analysis for SDN Network”, IEEE GlobeCom 2021, 7–11 December 2021, Madrid, Spain, 2021, pp. 1-6.
- V.Tong, S. Souihi, H. A. Tran, A. Mellouk, “Machine Learning based Root Cause Analysis for SDN Network”, IEEE GlobeCom 2021, 7–11 December 2021, Madrid, Spain, 2021, pp. 1-6.
- H.A. Tran, T. T. Nguyen, S. Souihi, A. Mellouk, “Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks”, IFIP/IEEE IM 2021 (International Symposium on Integrated Network Management), 17-21 May 2021, Bordeaux, France, Virtual, 2021, pp: 99-106.
- H. Le, H. A. Tran, A. Mellouk, “An AI-based Traffic Matrix Prediction Solution for Software-Defined Network”, IEEE International Conference on Communications (ICC 2021), Montreal, Canada, June 14-21, Virtual, 2021, pp. 1-7
- V.Tong, S. Souihi, H. N. Tran, A. Mellouk, “Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic”. IEEE/IFIP 16th International Conference on Network and Service Management, 2-6 November 2020 // Virtual Conference, CNSM 2020 (Izmir): pp. 1-5
- L.Amour, V. Tang, S. Souihi, H. A. Tran, A. Mellouk, “Secure Routing in Cluster-Based Wireless Sensor Networks”. IEEE International Conference on Global Communications (GlobeCom), Hawaii, USA, December 9–13, 2019, pp: 1-6,
- T.Chu, V. Tong, H. A. Tran, S. Souihi, D. Q. Tran, A. Mellouk, “NextLab: A new hybrid testbed and development platform for Software-defined Networking”. 10th International Symposium on Information and Communication technology (SoICT 2019), Ha Noi, Vietnam, Dec 4-6, 2019, pp: 186-190.
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “Empirical Study for Dynamic Adaptive Video Streaming Service Based on Google Transport QUIC Protocol”, 43rd Annual IEEE Conference on Local Computer Networks (LCN’18), Chicago, October 1-4, 2018, pp: 1-6.
- T.T.M.Nguyen, D. Son, V. Tong, D. Tran, H. A. Tran, A. Mellouk, “Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android”, IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2018), Bologne, Italy, September 9-12 2018, pp: 1-7.
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “A novel QUIC traffic Classifier based on Convolutional Neural Networks”, IEEE International Conference on Global Communications (GlobeCom 2018), Abu Dhabi, December 9–13, 2018, pp: 1-6.
- H.A. Tran, Q. D. Tran, L. G. Nguyen, A. Mellouk, H. Mac and V. Tong, A novel SDN controller based on Ontology and Global Optimization for heterogeneous IoT architecture, ACM SoICT 2017, Nha Trang, Vietnam, December 7-8, 2017.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, J. Perez, User-Centric Content Distribution Network, in Proc. Of the IEEE International Conference on Ultra Modern Telecommunications and Control Theory (ICUMT), St. Petersburg, Russia, October 3-5, 2012, pp. 343-350.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-5.
- H.A. Tran, A. Mellouk, S. Hoceini, S. Souihi, User QoE-based adaptive routing system for future Internet CDN, in Proc. Of the IEEE Computing, Communications and Applications Conference (ComComAp), Hong Kong, China, January 11-13, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, “User to user adaptive routing based on QoE ”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-7.