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Staff photo Eunil Seo

Eunil Seo

27+ years of experience in networking, machine learning, 17 patents, published in IEEE IoT Journal, with innovations like CCFRL and SDN techniques.

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Staff scientist at Department of Computing Science
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With over 27 years of experience in industry and academia, I am a dedicated researcher and innovator specializing in networking, machine learning, and distributed computing. My career is defined by a commitment to addressing complex challenges and making significant scientific contributions to these dynamic fields. I hold 17 international patents and have published extensively in prestigious journals and conferences, including the IEEE IoT Journal and IEEE Transactions. My work has been recognized with awards from leading scientific initiatives, such as ITER, demonstrating the impact and relevance of my research.

Throughout my career, I have developed groundbreaking methodologies, such as the Carbon-Conscious Federated Reinforcement Learning (CCFRL) approach, and advanced techniques in Software-Defined Networking (SDN), machine learning, and IoT security. My unique strength lies in my multidisciplinary problem-solving skills, enabling me to bridge research, concept development, and real-world applications.

IEEE Access, IEEE 2023, Vol. 11 : 102669-102680
Seo, Eunil; Elmroth, Erik
2023 International Conference on Information Networking (ICOIN), IEEE 2023 : 122-127
Seo, Eunil; Pham, Vinh; Elmroth, Erik
Electronics, MDPI 2022, Vol. 11, (18)
Pham, Vinh; Dinh, Dung; Seo, Eunil; et al.
IEEE Transactions on Cloud Computing, IEEE 2022, Vol. 14, (8) : 1-17
Seo, Eunil; Kim, Hyoungshick; Krishnamachari, Bhaskar; et al.
IEEE Internet of Things Journal, IEEE 2022, Vol. 9, (24) : 25506-25524
Seo, Eunil; Niyato, Dusit; Elmroth, Erik
Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021, IEEE 2021 : 42-48
Seo, Eunil; Niyato, Dusit; Elmroth, Erik

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Taught computer networks, C language, and special topics.