GIỚI THIỆU
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Bà Trương Thu Hương nhận học vị Tiến sĩ Viễn của trường Đại học Trento, Italia năm 2010. Bằng Thạc sỹ khoa học về Hệ thống truyền thông và thông tin của Đại học kỹ thuật Hamburg-Harburg (này là Đại học công nghệ Hamburg), CHLB Đức năm 2004, và bằng Kỹ sư Điện tử Viễn thông tại Đại học Bách Khoa Hà nội năm 2001. Các hướng nghiên cứu quan tâm hiện tại bao gồm: An ninh mạng, trí tuệ nhân tạo, kỹ thuật mạng cho các mạng thế hệ mới, kỹ thuật mạng xanh, bảo đảm chất lượng QoE/QoS cho các dịch vụ mạng, Thực tế mở rộng/thực tế ảo, truyền dẫn video/video 360 độ, điều khiển và giám sát nhà máy thông minh |
CÁC CÔNG TRÌNH KHOA HỌC TIÊU BIỂU
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Viet Hung Nguyen, Duy Tien Bui, Thanh Lam Tran, Cong Thang Truong, Thu Huong Truong, Scalable and resilient 360-degree-video adaptive streaming over HTTP/2 against sudden network drops, Computer Communications, Volume 216, 2024, Pages 1-15, ISSN 0140-3664.
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Thu Huong Truong, Huu Du Nguyen, Thi Quynh Anh Mai, Hoang Long Nguyen, Tran Nhat Minh Dang, Thi-Thu-Hong Phan, A deep learning-based approach for bee sound identification, Ecological Informatics, Volume 78, 2023, 102274, ISSN 1574-9541, https://doi.org/10.1016/j.ecoinf.2023.102274.
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N. T. Phong, T. T. Huong, P. N. Nam, T. C. Thang and D. Nguyen, "Joint Preloading and Bitrate Adaptation for Short Video Streaming," in IEEE Access, vol. 11, pp. 121064-121076, 2023, doi: 10.1109/ACCESS.2023.3328956.
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Nguyen Huu Du, Nguyen Hoang Long, Kieu Ngan Ha, Nguyen Viet Hoang, Truong Thu Huong, Kim Phuc Tran,Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction, Computers in Industry, Volume 148, 2023, 103888, ISSN 0166-3615, https://doi.org/10.1016/j.compind.2023.103888.
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T. T. Huong et al., "Federated Learning-Based Explainable Anomaly Detection for Industrial Control Systems," in IEEE Access, vol. 10, pp. 53854-53872, 2022, doi: 10.1109/ACCESS.2022.3173288.
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T. T. Huong et al., "An Effective Foveated 360° Image Assessment Based on Graph Convolution Network," in IEEE Access, vol. 10, pp. 98165-98178, 2022, doi: 10.1109/ACCESS.2022.3204766
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Huong Thu Truong, Bac Phuong Ta, Quang Anh Le, Dan Minh Nguyen, Cong Thanh Le, Hoang Xuan Nguyen, Ha Thu Do, Hung Tai Nguyen, Kim Phuc Tran, Light-weight federated learning-based anomaly detection for time-series data in industrial control systems, Computers in Industry, Volume 140, 2022, 103692, ISSN 0166-3615, https://doi.org/10.1016/j.compind.2022.103692.
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D. Nguyen, N. V. Hung, N. T. Phong, T. T. Huong and T. C. Thang, "Scalable Multicast for Live 360-Degree Video Streaming Over Mobile Networks," in IEEE Access, vol. 10, pp. 38802-38812, 2022, doi: 10.1109/ACCESS.2022.3165657.
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N. H. Thanh, N. Trung Kien, N. V. Hoa, T. T. Huong, F. Wamser and T. Hossfeld, "Energy-Aware Service Function Chain Embedding in Edge–Cloud Environments for IoT Applications," in IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13465-13486, 1 Sept.1, 2021, doi: 10.1109/JIOT.2021.3064986.
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K. -H. Phung et al., "oneVFC—A Vehicular Fog Computation Platform for Artificial Intelligence in Internet of Vehicles," in IEEE Access, vol. 9, pp. 117456-117470, 2021, doi: 10.1109/ACCESS.2021.3106284
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Truong Thu Huong, Ta Phuong Bac, Dao Minh Long, Tran Duc Luong, Nguyen Minh Dan, Le Anh Quang, Le Thanh Cong, Bui Doan Thang, Kim Phuc Tran, Detecting cyberattacks using anomaly detection in industrial control systems: A Federated Learning approach,Computers in Industry, Volume 132, 2021, 103509, ISSN 0166-3615, https://doi.org/10.1016/j.compind.2021.103509.
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Huong Thu Truong, Bac Phuong Ta, Quang Anh Le, Dan Minh Nguyen, Cong Thanh Le, Hoang Xuan Nguyen, Ha Thu Do, Hung Tai Nguyen, Kim Phuc Tran, Light-weight federated learning-based anomaly detection for time-series data in industrial control systems, Computers in Industry, Volume 140, 2022, 103692, ISSN 0166-3615, https://doi.org/10.1016/j.compind.2022.103692.
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T. T. Huong et al., "Federated Learning-Based Explainable Anomaly Detection for Industrial Control Systems," in IEEE Access, vol. 10, pp. 53854-53872, 2022, doi: 10.1109/ACCESS.2022.3173288.
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Huong Thu Truong, Bac Phuong Ta, Quang Anh Le, Dan Minh Nguyen, Cong Thanh Le, Hoang Xuan Nguyen, Ha Thu Do, Hung Tai Nguyen, Kim Phuc Tran, Light-weight federated learning-based anomaly detection for time-series data in industrial control systems, Computers in Industry, Volume 140, 2022, 103692, ISSN 0166-3615, https://doi.org/10.1016/j.compind.2022.103692.
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T. T. Huong et al., "An Effective Foveated 360° Image Assessment Based on Graph Convolution Network," in IEEE Access, vol. 10, pp. 98165-98178, 2022, doi: 10.1109/ACCESS.2022.3204766.
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Trung V Phan, Tri Gia Nguyen, Nhu-Ngoc Dao, Truong Thu Huong, Nguyen Huu Thanh, Thomas Bauschert,DeepGuard: Efficient Anomaly Detection in SDN with Fine-grained Traffic Flow Monitoring, IEEE Transactions on Network and Service Management , Volume 3.878 ,Pages N.A , Issue Early Access , (ISSN 1932-4537) .
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Pham Hong Thinh, Nguyen Thanh Dat, Pham Ngoc Nam, Nguyen Huu Thanh, Nguyen Minh Hien, Truong Thu Huong,An Efficient QoE-Aware HTTP Adaptive Streaming over Software Dened Networking, Journal of Mobile Networks and Applications , Volume 2.76 ,Pages NA , Issue 2020 .
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Huyen TT Tran, Duc V Nguyen, Nam Pham Ngoc, Trang H Hoang, Truong Thu Huong, Truong Cong Thang,Impacts of Retina-Related Zones on Quality Perception of Omnidirectional Image, IEEE access , Volume 3.745 ,Pages 166997 - 167009 , Issue 7 , (ISSN 2169-3536)
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Van Tuyen Dang, Truong Thu Huong, Nguyen Huu Thanh, Pham Ngoc Nam, Nguyen Ngoc Thanh, Alan Marshall,SDN-Based SYN Proxy—A Solution to Enhance Performance of Attack Mitigation Under TCP SYN Flood, The Computer Journal - Oxford Journals ,Pages 518-534 , Issue 62 , (ISSN 0010-4620) .
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Van Tuyen Dang, Truong Thu Huong, Nguyen Huu Thanh, Pham Ngoc Nam, Nguyen Ngoc Thanh, Alan Marshall, SDN-Based SYN Proxy—A Solution to Enhance Performance of Attack Mitigation Under TCP SYN Flood, The Computer Journal, Volume 62, Issue 4, April 2019, Pages 518–534, https://doi.org/10.1093/comjnl/bxy117
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GIẢNG DẠY
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LĨNH VỰC NGHIÊN CỨU
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NHÓM CHUYÊN MÔN
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LAB NGHIÊN CỨU
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