Doctor of Philosophy (March 2018 - December 2021) International Research and UTS President Scholarship, School of Electrical and Data Engineering, University of Technology Sydney (UTS), Australia
Thesis: Novel Architectures and Networking Solutions for Intelligent Mobile Edge Computing Networks, Advisers: Assoc. Prof. Diep N. Nguyen, Assoc. Prof. Dinh Thai Hoang, and Prof. Eryk Dutkiewicz.
Master of Science (September 2012 - August 2014) National Research Foundation of Korea, School of Electrical and Information Engineering, Seoul National University of Science and Technology (SeoulTech), South Korea
Thesis: Design of Energy-Efficient Multi-Radio System (에너지 효율적인 다중 무선 인터페이스 시스템 연구), Adviser: Prof. Ji Hoon Yun.
Bachelor of Engineering (August 2006 - July 2010) School of Electrical Engineering and Informatics, Bandung Institute of Technology (ITB), Indonesia (Cum Laude)
Thesis: Simulation and Analysis of Packet Loss and Delay Jitter Effects on H.264 Scalable Video Coding Quality (on Video Transmission), Adviser: Assoc. Prof. Hendrawan.
Wi-Fi and cellular network technology
Mobile computing and vehicular networks
Machine learning (Deep Learning, Federated Learning, Transfer Learning)
Internet-of-Things
Mobile edge/fog computing, caching, and communication
Contract theory and game theory (Stackelberg game, non-cooperative game)
Performance optimization and efficient energy management
Engineering mathematics
Convex optimization, learning algorithms, and performance analysis
Outstanding Lecturer in Science and Technology 2024, Vocational College, UGM
The 2nd Winner of Gemastik ICT Competition 2014 - Embedded System and Smart IoT Division as Supervisor
Academic Excellence Scheme B Grant UGM, 2024
Senior Member IEEE, IEEE, 2023
Honorary Appointment as Adjunct Fellow, UTS, 2022 - 2025
IEEE GLOBECOM 2021 Student Travel Grant, IEEE Communications Society (ComSoc), 2021
PhD Post-Thesis Scholarship, Faculty of Engineering and Information Technology, UTS, 2021
Exemplary Reviewers IEEE Wireless Communications Letters, 2020
Faculty of Engineering and Information Technology Top Up Scholarship, UTS, 2019
UTS International Research Scholarship (IRS) and UTS President’s Scholarship (UTSP), UTS, 2018-present
The Winner of Indonesian Robot Contest (KRI) 2017 - Fire-Fighting Robot Division as Supervisor
National Research Foundation (NRF) of Korea Scholarship, South Korea, 2014-2015
International Students Scholarship , SeoulTech, South Korea, 2012-2014
Kemitraan Nusantara and Academic Enhancement Scholarship, ITB, 2006 - 2010
Under Review process:
Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems.
Contract-Based Federated Learning Framework for Intrusion Detection System in IoT Networks.
Humidity Profiling by Wind Profiler with Radio Acoustic Sounding System using Machine Learning.
Book Chapters
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, Jun. 2022.
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
C. T. Nguyen, Y. M. Saputra, N. V. Huynh, T. N. Nguyen, D. T. Hoang, D. N. Nguyen, V.-Q. Pham, M. Voznak, S. Chatzinotas, and D.-H. Tran, "Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications,'' IEEE Open Journal of the Communications Society, Vol. 5, July 2024.
C. H. Nguyen, Y. M. Saputra, D. T. Hoang, D. N. Nguyen, V. D. Nguyen, Y. Xiao, and E. Dutkiewicz, "Encrypted Data Caching and Learning Framework for Robust Federated Learning-based Mobile Edge Computing," IEEE/ACM Transactions on Networking, Vol. 32, No. 3, June 2024.
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, Vol. 22, No. 9, September 2023. (Q1: IF = 7.9).
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, Vol. 22, No. 4, April 2023. (Q1, IF = 7.9).
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,” IEEE Transactions on Mobile Computing, Vol. 21, No. 8, August 2022. (Q1, IF = 5.577).
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, Vol. 110, No. 8, August 2022. (Q1, IF =10.961).
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).
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)
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)
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).
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).
Other Journals
Y.M. Saputra and G. Alfian, "Image classification-based transfer learning framework for image detection of IoT devices," Indonesian Journal of Electrical Engineering and Computer Science, Vol. 33, No. 3, March 2024. (Q3)
G. Alfian, Octava, M. Q. H., Hilmy, F. M., Nurhaliza, R. A., Y.M. Saputra, et al, "Customer Shopping Behavior Analysis Using RFID and Machine Learning Models," Information, Vol. 14, No. 10, pp 551, October 2023. (Q2)
Y.M. Saputra and G. Alfian," Privacy aware-based federated learning framework for data sharing protection of internet-of-things devices," Indonesian Journal of Electrical Engineering and Computer Science, Vol. 31, No. 2, August 2023. (Q3)
G. Alfian, Y. M. Saputra, L. Subekti, A. D. Rahmawati, F. Atmaji, and J. Rhee, “Utilizing deep neural network for web-based blood glucose level prediction system,” Indonesian Journal of Electrical Engineering and Computer Science, Vol. 30, No. 3, pp. 1829 - 1837, June 2023. (Q3)
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.
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
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, May 2022.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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
Supervisor for Embedded System and Smart IoT in GEMASTIK ICT Student Competition, Universitas Gadjah Mada, 2024
Advisor for LUKITA in Bangkit Academy Incubation, Universitas Gadjah Mada, 2023
Supervisor for UI UX Design in GEMASTIK ICT Student Competition, Universitas Gadjah Mada, 2023
Adjunct Fellow, School of Electrical and Data Engineering, University of Technology Sydney, Australia, September 2022 - September 2025
Vice Head Department of Electrical Engineering and Informatics, Vocational College, Universitas Gadjah Mada, August 2022 - present
Manager of International Affairs and Domestic Partnership, Vocational College, Universitas Gadjah Mada, February - July 2022
Lecturer, Universitas Gadjah Mada (UGM), Indonesia, February 2016 - present
Research Student (Full-time PhD), University of Technology Sydney, Australia, March 2018 - December 2021
Industry Project Researcher, University of Technology Sydney, Australia, January - December 2019
Curriculum Development Manager, Department of Electrical Engineering dan Informatics, Vocational College, Universitas Gadjah Mada, 2017
Supervisor for fire-fighting robot division in Gadjah Mada Robotic Team community, Universitas Gadjah Mada, 2017
Researcher, Industrial and Academic Cooperation, Seoul National University of Science and Technology, South Korea, September 2014 - August 2015
Research Assistant, Wireless Networking Laboratory, Seoul National University of Science and Technology, South Korea, September 2012 - August 2014
Guest Lecturer for Google Workspace Training for Faculty of Medicine, Public Health, and Nursing, UGM, June and December 2022
Lecturer for Research Methodology, Python Programming Lab, Computer Programming (Fall 2023), IoT Lab, Networking Operating System, Artificial Intelligence, and Edge Computing, UGM (Spring 2023), Electronics, Research Methodology, Python Programming Lab, and Microcontroller Lab, UGM, (Fall 2022)
Guest Lecturer for Fundamental Studio Subject, UTS, Spring 2019
Casual Academic for Information and Signals (Autumn 2018, Spring 2018, Autumn 2019, Autumn 2020) and Fundamentals of C programming (Autumn, Spring 2020), UTS
Lecturer for Digital Systems, Computer Programming, Integrated Electronics, Technical Report, Electronics I and II, Advanced Modern Communication, Telecommunication Engineering, Switching Systems and Telecommunication Networks, UGM, 2016 - 2018
Laboratory Lecturer for Embedded Systems, Control Engineering, Fundamental Electrical Engineering, Telecommunication Engineering, and Electronics, UGM, 2016 - 2018
Laboratory Assistant for Telematics, Radio Telecommunication and Microwave Laboratory, ITB, 2009 - 2010
Ubiquitous Communications for 5G Networks funded by Intel Corporation (January - December 2019)
IEEE 802.11ax High Efficiency WLAN (HEW) Simulation Development with LG Corporation funded by SeoulTech (September 2014 - August 2015).
Application Software Developer, Digital Appliance Division, Samsung Electronics Indonesia (November 2010 - July 2012)
1. Chair, 3rd GREAT International Summer Course 2022, Vocational College, UGM
2. Vice Chair, IEEE UTS Student Branch 2020
3. TPC Member:
IEEE International Conference on Computer Communications (INFOCOM) Poster 2025, London, UK
IEEE International Conference on Communications (ICC) 2025, Montreal, Canada
IEEE Wireless Communications and Networking Conference (WCNC) 2025, Milan, Italy
IEEE Global Communications Conference (GLOBECOM) Workshop 2024, Cape Town, South Africa
IEEE Vehicular Technology Conference (VTC) Spring 2024, Singapore
IEEE Wireless Communications and Networking Conference (WCNC) 2024, Dubai, UAE
IEEE Vehicular Technology Conference (VTC) Fall 2023, Hongkong
IEEE Vehicular Technology Conference (VTC) Spring 2023, Florence, Italy
IEEE International Conference on Communications (ICC) 2023, Rome, Italy
IEEE Wireless Communications and Networking Conference (WCNC) 2023, Glasgow, UK
IEEE Vehicular Technology Conference (VTC) Spring 2022, Helsinki, Finland
IEEE Wireless Communications and Networking Conference (WCNC) 2022, Austin, TX, USA
IEEE Wireless Communications and Networking Conference (WCNC) 2021, Nanjing, China
IEEE Vehicular Technology Conference (VTC) Spring 2021, Helsinki, Finland
IEEE Vehicular Technology Conference (VTC) Fall 2020, Victoria, Canada
IEEE Vehicular Technology Conference (VTC) Spring 2020, Antwerp, Belgium
IEEE Vehicular Technology Conference (VTC) Spring 2019, Kuala Lumpur, Malaysia
IEEE Vehicular Technology Conference (VTC) Fall 2018, Chicago, USA
4. Reviewer:
Journals and Letters:
IEEE Wireless Communications Magazine (Q1, IF: 12.9)
IEEE Transactions on Industrial Informatics (Q1, IF: 12.3)
IEEE Communications Magazine (Q1, IF: 11.2)
IEEE Network (Q1: IF: 10.693)
IEEE Transactions on Neural Networks and Learning Systems (Q1, IF: 10.4)
IEEE Transactions on Cybernetics (Q1, IF: 9.4)
IEEE Journal on Selected Areas in Communications (Q1, IF: 9.144)
IEEE Transactions on Systems, Man, and Cybernetics: Systems (Q1, IF: 8.6)
IEEE Transactions on Services Computing (Q1, IF: 8.1)
IEEE Transactions on Mobile Computing (Q1, IF: 7.9)
IEEE Open Journal of the Communications Society (Q1, IF: 7.9)
IEEE Transactions on Big Data (Q1, IF: 7.2)
IEEE Transactions on Wireless Communications (Q1, IF: 6.779)
IEEE Transactions on Computational Social Systems (Q1, IF: 5)
IEEE Transactions on Artificial Intelligence (Q1, IF: 4.9)
IEEE Transactions on Cloud Computing (Q1, IF: 4.714)
IEEE Internet of Things Journal (Q1, IF: 9.936)
IEEE Transactions on Intelligent Vehicles (Q1, IF: 8.2)
IEEE Transactions on Intelligent Transportation Systems (Q1, IF: 8.5)
IEEE Transactions on Vehicular Technology (Q1: 5.978)
IEEE Transactions on Emerging Topics in Computational Intelligence (Q1, IF: 5.3)
IEEE Transactions on Emerging Topics in Computing (Q1, IF: 5.9)
IEEE Transactions on Network and Service Management (Q1, IF: 5.3)
IEEE Transactions on Parallel and Distributed Systems (Q1, IF: 5.3)
IEEE Transactions on Cognitive and Developmental Systems (Q1, IF: 5)
IEEE Transactions on Cognitive Communication and Networking (Q1, IF: 8.6)
IEEE Transactions on Network Science and Engineering (Q1: 3.894)
IEEE Wireless Communications Letters (Q1, IF: 4.66)
IEEE Transactions on Sustainable Computing (Q1, IF: 3.9)
IEEE Communications Letters (Q1, IF: 3.419)
IEEE Transactions on Consumer Electronics (Q1, IF: 4.3)
IEEE Transactions on Machine Learning in Communications and Networking (Q: )
IEEE Tsinghua Science and Technology (Q1, IF: 6.6)
ACM Transactions on Internet Technology (Q1, IF:3.135)
IEEE IT Professional (Q2, IF: 2.6)
Elsevier Journal of Network and Computer Applications (Q1, IF: 6.281)
Elsevier Journal of Cleaner Production (Q1, IF: 9.297)
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (Q1, IF: 9.05)
Peer review records: Web of Science
Conferences:
IEEE Vehicular Technology Conference (VTC) Spring 2024, Singapore
IEEE Wireless Communications and Networking Conference (WCNC) 2024, Dubai, UAE
IEEE Vehicular Technology Conference (VTC) Fall 2023, Hongkong
IEEE Vehicular Technology Conference (VTC) Spring 2023, Florence, Italy
IEEE International Conference on Communications (ICC) 2023, Rome, Italy
IEEE Wireless Communications and Networking Conference (WCNC) 2023, Glasgow, UK
IEEE Global Communications Conference (GLOBECOM) 2022, Rio de Janeiro, Brazil
IEEE Global Communications Conference (GLOBECOM) 2020, Taipei, Taiwan
IEEE Wireless Communications and Networking Conferences (WCNC) 2020, Seoul, South Korea
IEEE Vehicular Technology Conference (VTC) 2020-Spring, Antwerp, Belgium
IEEE Vehicular Technology Conference (VTC) 2019-Fall, Hawaii, USA
IEEE Vehicular Technology Conference (VTC) 2019-Spring, Kuala Lumpur, Malaysia
IEEE Global Communications Conference (GLOBECOM) 2018, Abu Dhabi, UAE
IEEE Vehicular Technology Conference (VTC) 2018-Fall, Chicago, USA
IEEE Vehicular Technology Conference (VTC) 2018-Spring, Porto, Portugal
IEEE Wireless Communications and Networking Conferences (WCNC) 2018, Barcelona, Spain
IEEE Telecommunication Systems Services and Applications Conference (TSSA) 2016, Bali, Indonesia
5. Memberships:
IEEE Senior Member
IEEE Communications Society Member
IEEE Computer Society Member
Asosiasi Pendidikan Tinggi Informatika dan Komputer (APTIKOM)
Asosiasi Peneliti Indonesia di Korea (APIK)
6. Certification
Certified Professional Lecturer in Electrical Engineering 2021
Huawei Certified ICT Associate Artificial Intelligence (HCIA-AI) 2022 - 2025
CertNexus Certified Internet of Things Practitioner (CIoTP) 2022 - 2025
CertNexus Certified Internet of Things Security Practitioner (CIoTSP) 2023 - 2026
BNSP Certified Data Scientist (CDS) 2023 - 2026
CertNexus Certified Artificial Intelligence Practitioner (CAIP) 2024 - 2027
IEEE International Conference on Communications (ICC), Seoul, South Korea, 2022 (Virtual)
IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, 2021 (Virtual)
IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, 2020 (Virtual)
IEEE Global Communications Conference (GLOBECOM), Hawaii, USA, 2019
IEEE International Conference on Information Technology and Electrical Engineering (ICITEE), Yogyakarta, Indonesia, 2016
IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS), Seoul, South Korea, 2013