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Eunil Seo

Mina specifika intressen är relaterade till data, tjänster och människors anslutning med hjälp av ML och molnteknik.



Verksam vid

Staff scientist vid Institutionen för datavetenskap

Contributing my knowledge and experience of 16-years of industry experience to the academic sector has been successfully demonstrated through publications in top-tier venues, such as IEEE Internet of Things Journal, IEEE Transactions on Cloud Computing, and IEEE Access; furthermore, my current research regarding fast model convergence and low-carbon in Machine learning has shown the progress, such as the publication in ICOIN23.

Moreover, with over sixteen years of industry experience, I have been a full-cycle researcher from abstract ideas to the system development of cross-functional experiences, such as the ML- and Networking-based knowledge (i.e., 17 patents, standardization activities in IETF and Zigbee Alliance) and technology-driven business experiences (i.e., funding proposals for ITER, product management, project supervising, and business development).

My research interests are resource-efficient methodologies for training edge intelligence, joint utility optimization among the stakeholders participating in machine learning in the wireless and wired network, and resource allocation methodologies of offloading decisions for low latency and scalability.

I received a B.S. degree from Sungkyunkwan University (SKKU), Korea, in February 1998 and an M.S. degree from the University of Southern California (USC), Los Angles, USA, in 2002. I earned my Ph.D. from SKKU in August 2019 and am a senior researcher working in Autonomous Distributed Systems Lab at Umea University.

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