I am a postdoctoral researcher and a part of Efficient Computing Lab lead by Prof. Zhong and Prof. khandelwal's Lab in the Department of Computer Science at Yale University. My research interests lie in the fields of edge computing system, especially for system design in disaggregated data centers, machine learning-based resource optimization, and system-level network security for heterogeneous fog/edge devices.
Research Projects
Refer to my CV for the full publication list
Disaggregated architecture for (edge) data centers
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Seung-seob Lee, Yanpeng Yu, Yupeng Tang, Anurag Khandelwal, Lin Zhong, and Abhishek Bhattacharjee, “MIND: In-Network Memory Management for Disaggregated Data Centers,” in Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles (SOSP), 2021.
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Yanpeng Yu, Seung-seob Lee, Anurag Khandelwal, and Lin Zhong, “GCS: Generalized Cache-Coherence For Efficient Synchronization,” Unter review
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Yupeng Tang, Seung-seob Lee, and Anurag Khandelwal, “CHASE: Accelerating Distributed Pointer-Traversals on Disaggregated Memory,” Unter review
System security for mobile & embedded devices
Resource management for wireless networking & mobile devices
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TaeYoung Kim, HyungBin Park, YoungHwan Jin, Seung-seob Lee, and SuKyoung Lee, “Partition Placement and Resource Allocation for Multiple DNN-based Applications in Heterogeneous IoT Environments,” IEEE Internet of Things Journal, Accepted.
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Seung-seob Lee and SuKyoung Lee, “Resource Allocation for Vehicular Fog Computing using Reinforcement Learning Combined with Heuristic Information,” IEEE Internet of Things Journal, vol. 7, no. 10, pp. 10450-10464, 2020.
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Seung-seob Lee, TaeYoung Kim, SuKyoung Lee, Kyungsoo Kim, Yoon Hyuk Kim, and Nada Golmie, “Dynamic Channel Bonding Algorithm for Densely Deployed 802.11ac Networks,” IEEE Transactions on Communications, vol. 67, pp. 8517–8531, Dec. 2019.
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Yena Kim, Seung-seob Lee, and SuKyoung Lee, “Coexistence of ZigBee-based WBAN and WiFi for Health Telemonitoring Systems,” IEEE Journal of Biomedical and Health Informatics, vol. 20, pp. 222–230, Jan. 2016.
Work Experience
2022.2–: Associate Research Scientist, Yale University, New Haven, Connecticut, U.S.
2020.2–2022.1: Postdoctoral Associate, Yale University, New Haven, Connecticut, U.S.
2019.9–2019.12: Researcher, Yonsei University, Seoul, Korea
2015.9–2016.5: Research Intern, Microsoft Research Asia, Beijing, China
Education
M.S./Ph.D. (2011–2019), Computer Science, Yonsei University, Korea
B.S. (2007–2010), Computer Science, Yonsei University, Korea