Quoc Nguyen

University of South Florida

Research Expertise

IoT
Deep Learning
Federated Learning
Cloud Computing

Publications

Low cost real-time system monitoring using Raspberry Pi

2015 Seventh International Conference on Ubiquitous and Future Networks / Jul 01, 2015

Huu-Quoc Nguyen, Ton Thi Kim Loan, Bui Dinh Mao, & Eui-Nam Huh. (2015, July). Low cost real-time system monitoring using Raspberry Pi. 2015 Seventh International Conference on Ubiquitous and Future Networks. https://doi.org/10.1109/icufn.2015.7182665

Gaussian process for predicting CPU utilization and its application to energy efficiency

Applied Intelligence / Jul 02, 2015

Bui, D.-M., Nguyen, H.-Q., Yoon, Y., Jun, S., Amin, M. B., & Lee, S. (2015). Gaussian process for predicting CPU utilization and its application to energy efficiency. Applied Intelligence, 43(4), 874–891. https://doi.org/10.1007/s10489-015-0688-4

An Index Scheme for Similarity Search on Cloud Computing using MapReduce over Docker Container

Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication / Jan 04, 2016

Nguyen, D.-T., Yong, C. H., Pham, X.-Q., Nguyen, H.-Q., Loan, T. T. K., & Huh, E.-N. (2016, January 4). An Index Scheme for Similarity Search on Cloud Computing using MapReduce over Docker Container. Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication. https://doi.org/10.1145/2857546.2857607

Prediction-based energy policy for mobile virtual desktop infrastructure in a cloud environment

Information Sciences / Oct 01, 2015

Nguyen, T.-D., Hung, P. P., Dai, T. H., Quoc, N. H., Huynh, C.-T., & Huh, E.-N. (2015). Prediction-based energy policy for mobile virtual desktop infrastructure in a cloud environment. Information Sciences, 319, 132–151. https://doi.org/10.1016/j.ins.2015.02.022

Cloud-based real-time location tracking and messaging system

Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication / Jan 08, 2015

Huynh, C.-T., Nguyen, H.-Q., Pham, X.-Q., Nguyen, T.-D., & Huh, E.-N. (2015, January 8). Cloud-based real-time location tracking and messaging system: a child-care case study. Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication. https://doi.org/10.1145/2701126.2701161

Empirical Evaluation of Autoencoder Models for Anomaly Detection in Packet-based NIDS

2023 IEEE Conference on Dependable and Secure Computing (DSC) / Nov 07, 2023

Hore, S., Nguyen, Q. H., Xu, Y., Shah, A., Bastian, N. D., & Le, T. (2023, November 7). Empirical Evaluation of Autoencoder Models for Anomaly Detection in Packet-based NIDS. 2023 IEEE Conference on Dependable and Secure Computing (DSC). https://doi.org/10.1109/dsc61021.2023.10354098

Developing an Architecture for IoT Interoperability in Healthcare: A Case Study of Real-time SpO2 Signal Monitoring and Analysis

2020 IEEE International Conference on Big Data (Big Data) / Dec 10, 2020

Nguyen, Q. H., Dang, Q., Pham, C., Nguyen, T.-D., Nguyen, H., Setty, A., & Le, T. Q. (2020, December 10). Developing an Architecture for IoT Interoperability in Healthcare: A Case Study of Real-time SpO2 Signal Monitoring and Analysis. 2020 IEEE International Conference on Big Data (Big Data). https://doi.org/10.1109/bigdata50022.2020.9378200

Cost efficient real-time applications scheduling in mobile cloud computing

Proceedings of the Fifth Symposium on Information and Communication Technology - SoICT '14 / Jan 01, 2014

Huynh, C.-T., Nguyen, T.-D., Nguyen, H.-Q., & Huh, E.-N. (2014). Cost efficient real-time applications scheduling in mobile cloud computing. Proceedings of the Fifth Symposium on Information and Communication Technology - SoICT ’14, 248–255. https://doi.org/10.1145/2676585.2676609

A Novel Efficient Approach for Screen Image Classification in Remote Display Protocol

2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing / May 01, 2015

Pham, X.-Q., Nguyen, T.-D., Huynh, C.-T., Pham, P.-H., Nguyen, H.-Q., & Huh, E.-N. (2015, May). A Novel Efficient Approach for Screen Image Classification in Remote Display Protocol. 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing. https://doi.org/10.1109/ccgrid.2015.54

Class Label Conditioning Diffusion Model for Robust Brain Tumor MRI Synthesis

Oct 11, 2023

Nguyen, Q., Le, T., Nguyen, T., & Nguyen Nhat, M. (2023). Class Label Conditioning Diffusion Model for Robust Brain Tumor MRI Synthesis. https://doi.org/10.36227/techrxiv.24243829

Homography-Based Motion Detection in Screen Content

Lecture Notes in Electrical Engineering / Jan 01, 2015

Loan, T. T. K., Pham, X.-Q., Nguyen, H.-Q., Tri, N. D. T., Thai, N. Q., & Huh, E.-N. (2015). Homography-Based Motion Detection in Screen Content. In Advances in Computer Science and Ubiquitous Computing (pp. 875–881). Springer Singapore. https://doi.org/10.1007/978-981-10-0281-6_122

Data-Driven Education: Integrating Intelligent Systems with Artificial and Natural Intelligence

Jan 01, 2024

Bunyatova, F., Bunyatova, A., Salamov, G., & Bunyatova, U. (2024). Data-Driven Education: Integrating Intelligent Systems with Artificial and Natural Intelligence. https://doi.org/10.2139/ssrn.4939984

A novel approach to image steganography using quadtree partition

2016 2nd International Conference on Next Generation Computing Technologies (NGCT) / Oct 01, 2016

Kumar, J. (2016, October). A novel approach to image steganography using quadtree partition. 2016 2nd International Conference on Next Generation Computing Technologies (NGCT). https://doi.org/10.1109/ngct.2016.7877396

Framework of N-Screen services based on PVR-micro data center and PMIPv6 in cloud computing

2015 Seventh International Conference on Ubiquitous and Future Networks / Jul 01, 2015

Alsaffar, A. A., Aazam, M., & Huh, E.-N. (2015). Framework of N-Screen services based on PVR-micro data center and PMIPv6 in cloud computing. 2015 Seventh International Conference on Ubiquitous and Future Networks, 5, 839–841. https://doi.org/10.1109/icufn.2015.7182661

A Thin-Thick Client Collaboration for Optimizing Task Scheduling in Mobile Cloud Computing

2013 International Conference on IT Convergence and Security (ICITCS) / Dec 01, 2013

Hung, P. P., Bui, T.-A., & Huh, E.-N. (2013, December). A Thin-Thick Client Collaboration for Optimizing Task Scheduling in Mobile Cloud Computing. 2013 International Conference on IT Convergence and Security (ICITCS). https://doi.org/10.1109/icitcs.2013.6717795

Service Image Placement for Thin Client in Mobile Cloud Computing

2012 IEEE Fifth International Conference on Cloud Computing / Jun 01, 2012

Nguyen, T.-D., Nguyen, M. V., & Huh, E.-N. (2012, June). Service Image Placement for Thin Client in Mobile Cloud Computing. 2012 IEEE Fifth International Conference on Cloud Computing. https://doi.org/10.1109/cloud.2012.39

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