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Sunho Lee
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Serving Heterogeneous Machine Learning Models on {Multi-GPU} Servers with {Spatio-Temporal} Sharing
S Choi, S Lee, Y Kim, J Park, Y Kwon, J Huh
2022 USENIX Annual Technical Conference (USENIX ATC 22), 199-216, 2022
127*2022
Common counters: Compressed encryption counters for secure GPU memory
S Na, S Lee, Y Kim, J Park, J Huh
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
322021
TNPU: Supporting Trusted Execution with Tree-less Integrity Protection for Neural Processing Unit
S Lee, J Kim, S Na, J Park, J Huh
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
242022
mNPUsim: Evaluating the Effect of Sharing Resources in Multi-core NPUs
S Hwang, S Lee, J Kim, H Kim, J Huh
2023 IEEE International Symposium on Workload Characterization (IISWC), 167-179, 2023
72023
Supporting Secure Multi-GPU Computing with Dynamic and Batched Metadata Management
S Na, J Kim, S Lee, J Huh
2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024
62024
Tunable Memory Protection for Secure Neural Processing Units
S Lee, S Na, J Kim, J Park, J Huh
2022 IEEE 40th International Conference on Computer Design (ICCD), 105-108, 2022
32022
Improving Data Reuse in NPU On-chip Memory with Interleaved Gradient Order for DNN Training
J Kim, S Na, S Lee, S Lee, J Huh
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
12023
ShieldCXL: A Practical Obliviousness Support with Sealed CXL Memory
K Choi, I Kim, S Lee, J Huh
ACM Transactions on Architecture and Code Optimization, 2024
2024
Apparatus and method for providing secure execution environment for NPU
J Huh, S Lee, S Na
US Patent 12,045,337, 2024
2024
Proposal of Aerospace-informatics by Design of Ramjet Inlet Using Machine Learning
S Lee, S Lee, J Huh, S Kwon
2023 Aerospace Europe Conference (AEC) joint event between the 10th European …, 2023
2023
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