Research output per year
Research output per year
Personal profile
In Korean
한명균 교수(IT대학 컴퓨터학부)
Education
(2018) B.S., Ulsan National Institute of Science & Technology
(2024) Ph.D., Ulsan National Institute of Science & Technology
(2024) Ph.D., Ulsan National Institute of Science & Technology
Professional Experience
(2024.09. ~ Present) Assistant Professor, Kyungpook National University
(2024.02. ~ 2024.08.) Researcher, Electronics and Telecommunications Research Institute (ETRI)
(2024.02. ~ 2024.08.) Researcher, Electronics and Telecommunications Research Institute (ETRI)
Research Interests
High-performance and energy-efficient on-device AI,
System software support for heterogeneous computing and memory,
Resource management techniques for efficient cloud computing
System software support for heterogeneous computing and memory,
Resource management techniques for efficient cloud computing
Major Research Achievements
o Developed model slicing and execution techniques to enable efficient inference on heterogeneous embedded systems (PACT’19, PACT’21)
o Designed tensor placement and migration techniques for high-performance deep learning on heterogeneous memory systems (TC’20)
o Proposed dynamic resource partitioning techniques for SLO-aware and efficient workload consolidation (IEEE Access’23, TSC’22, CCGrid’18)
o Designed tensor placement and migration techniques for high-performance deep learning on heterogeneous memory systems (TC’20)
o Proposed dynamic resource partitioning techniques for SLO-aware and efficient workload consolidation (IEEE Access’23, TSC’22, CCGrid’18)
url
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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MARF: A Memory-Aware CLFLUSH-Based Intra- and Inter-CPU Side-Channel Attack
Kim, S., Han, M. & Baek, W., 2024, Computer Security – ESORICS 2023 - 28th European Symposium on Research in Computer Security, 2023, Proceedings. Tsudik, G., Conti, M., Liang, K. & Smaragdakis, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 120-140 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14346 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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COSMOS: Coordinated Management of Cores, Memory, and Compressed Memory Swap for QoS-Aware and Efficient Workload Consolidation for Memory-Intensive Applications
Han, M., Park, E., Shin, Y., Oh, D. J., Cho, Y. & Baek, W., 2023, In: IEEE Access. 11, p. 133199-133214 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DPrime+DAbort: A High-Precision and Timer-Free Directory-Based Side-Channel Attack in Non-Inclusive Cache Hierarchies using Intel TSX
Kim, S., Han, M. & Baek, W., 2022, Proceedings - 2022 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022. IEEE Computer Society, p. 67-81 15 p. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2022-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
SDRP: Safe, Efficient, and SLO-Aware Workload Consolidation Through Secure and Dynamic Resource Partitioning
Han, M. & Baek, W., 2022, In: IEEE Transactions on Services Computing. 15, 4, p. 1868-1882 15 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Design and Implementation of a Criticality- And Heterogeneity-Aware Runtime System for Task-Parallel Applications
Han, M., Park, J. & Baek, W., 1 May 2021, In: IEEE Transactions on Parallel and Distributed Systems. 32, 5, p. 1117-1132 16 p., 9266082.Research output: Contribution to journal › Article › peer-review
5 Scopus citations