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In Progress

  1. C. T. Nguyen, N. V. Huynh, N. H. Chu, Y. M. Saputra, D. T. Hoang, D. N. Nguyen, Q. V. Pham, D. Niyato, E. Dutkiewicz, and W. J. Hwang, “Transfer Learning for Future Wireless Networks: A Comprehensive Survey,” Proceedings of the IEEE, under review.

  2. Y. M. Saputra, D. N. Nguyen, D. T. Hoang, Q. V. Pham, E. Dutkiewicz, and W. J. Hwang, “Federated Learning Framework with Straggling Mitigation and Privacy-Awareness for AI-based Mobile Application Services,” IEEE Transactions on Mobile Computing, under review.

Book Chapters

  1. Y. M. Saputra, N. R. Rosyid, D. T. Hoang, and D. N. Nguyen, “Advanced Sensing and Automation Technologies”, in Enabling Technologies for Social Distancing: Fundamentals, Concepts, and Solutions, Stevenage, UK: IET, TBA.

  2. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, and D. Niyato, “Wireless Edge Caching for Mobile Social Networks”, in Wireless Edge Caching: Modelling, Analysis, and Optimization, Cambridge, UK: Cambridge University Press, Jun. 2021.

Journals

  1. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, L. N. Tran, S. Gong, and E. Dutkiewicz, “Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles,” IEEE Transactions on Mobile Computing, Early Access, IEEE Transactions on Mobile Computing, Oct. 2021. (Q1, IF = 5.577).

  2. Y. M. Saputra, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, and S. Chatzinotas, “Federated Learning Meets Contract Theory: Economic-Efficiency Framework for Electric Vehicle Networks,” Early Access, IEEE Transactions on Mobile Computing, Dec. 2020. (Q1, IF = 5.577).

  3. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, “A novel mobile edge network architecture with joint caching-delivering and horizontal cooperation,” IEEE Transactions on Mobile Computing, Vol. 20, No. 1, pp. 19-31, Jan. 2021 (Q1, IF = 5.577).

  4. Y. M. Saputra and J. H. Yun, “E-MICE: Energy-efficient concurrent exploitation of multiple Wi-Fi radios”, IEEE Transactions on Mobile Computing, Vol. 16, Issue 7, pp 1870-1880, July 2017. (Q1, IF = 5.577)

  5. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, D. Niyato, and D. I. Kim, “Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks,” IEEE Wireless Communications Letters, Vol. 8, No. 4, August 2019. (Q1, IF = 4.66)

  6. C. T. Nguyen, Y. M. Saputra, N. V. Huynh, N. T. Nguyen, T. V. Khoa, B. M. Tuan, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, S. Chatzinotas, and B. Ottersten, “A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing – Part I: Fundamentals and Enabling Technologies”, IEEE Access, vol. 8, pp. pp. 153479-153507, Aug. 2020. (Q1, IF = 3.745).

  7. C. T. Nguyen, Y. M. Saputra, N. V. Huynh, N. T. Nguyen, T. V. Khoa, B. M. Tuan, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, S. Chatzinotas, and B. Ottersten, “A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing – Part II: Emerging Technologies and Open Issues”, IEEE Access, vol. 8, pp. 154209-154236, Aug. 2020. (Q1, IF = 3.745).

  8. Y. M. Saputra and J. H. Yun, “Performance analysis of adaptive radio activation in dual-radio aggregation system”, Journal of The Korea Institute of Information and Communication Engineering, Vol. 19, No. 8, pp. 1901-1907, August 2015.

  9. Y. M. Saputra, H.W. Hwang, and J. H. Yun, “A comparative study of aggregation schemes for concurrent transmission over multiple WLAN interfaces”, Korean Journal of The Institute of Electronics and Information Engineers, Vol. 51, No. 7, pp. 1444-1451, July 2014.

Conferences

  1. Y. M. Saputra, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, “In-Network Caching and Learning Optimization for Federated Learning in Mobile Edge Networks”, to be presented in IEEE ICC 2022, Seoul, South Korea, April 2022.

  2. Y. M. Saputra, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, “Incentive Mechanism for AI-Based Mobile Applications with Coded Federated Learning”, in IEEE GLOBECOM 2021, Madrid, Spain, December 2021.

  3. Y. M. Saputra, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, “Selective Federated Learning for On-Road Services in Internet-of-Vehicles”, in IEEE GLOBECOM 2021, Madrid, Spain, December 2021.

  4. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, and M. D. Mueck, “Common Agency-Based Economic Model for Energy Contract in Electric Vehicle Networks“, in IEEE GLOBECOM 2020, Taipei, Taiwan, December 2020.

  5. T. V. Khoa, Y. M. Saputra, D. T. Hoang, N. L. Trung, D. N. Nguyen, N. V. Ha, and E. Dutkiewicz, “Collaborative Learning Model for Cyberattack Detection Systems in IoT Industry 4.0“, in IEEE WCNC 2020, Seoul, South Korea, May 2020.

  6. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, M. D. Mueck, and S. Srikanteswara, “Energy Demand Prediction with Federated Learning for Electric Vehicle Networks“, in IEEE GLOBECOM 2019, Hawaii, USA, December 2019.

  7. Y. M. Saputra, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, “JOCAR: A Jointly Optimal Caching and Routing Framework for Cooperative Edge Caching Networks“, in IEEE GLOBECOM 2019, Hawaii, USA, December 2019.

  8. Y. M. Saputra and R. Hakimi, “Performance analysis on gain prediction of dual-radio aggregation system in heterogeneous network”, in IEEE International Conference on Information Technology and Electrical Engineering (ICITEE), Yogyakarta, Indonesia, October 2016.

  9. Y. M. Saputra and Hendrawan, “The effect of packet loss and delay jitter on the video streaming performance using H.264/MPEG-4 scalable video coding”, in IEEE International Conference on Telecommunication Systems Services and Applications (TSSA), Bali, Indonesia, October 2016.

  10. R. Hakimi, Y. M. Saputra, and B. Nugraha, “Case studies analysis on BGP : prefix hijacking and transit AS”, in IEEE International Conference on Telecommunication Systems Services and Applications (TSSA), Bali, Indonesia, October 2016.

  11. Y. M. Saputra and J. H. Yun , “Where to aggregate?: a comparative study of aggregation strategies in multi-radio system”, in IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS’), Seoul, Korea, August 2013.

Citation: Google scholar

Domestic Papers

THESIS

  • Doctoral Thesis (2021)
    • Novel Architectures and Networking Solutions for Intelligent Mobile Edge Computing Networks
  • Master Thesis (2014)
    • Design of Energy-Efficient Multi-Radio System (에너지 효율적인 다중 무선 인터페이스 시스템 연구)
  • Undergraduate Thesis (2010)
    • Simulation and Analysis of Packet Loss and Delay Jitter Effects on H.264 Scalable Video Coding Quality (on Video Transmission)

GENERAL

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