Hardware architecture and software stack for PIM based on commercial DRAM technology: Industrial product S Lee, S Kang, J Lee, H Kim, E Lee, S Seo, H Yoon, S Lee, K Lim, H Shin, ... 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 224 | 2021 |
25.4 a 20nm 6gb function-in-memory dram, based on hbm2 with a 1.2 tflops programmable computing unit using bank-level parallelism, for machine learning applications YC Kwon, SH Lee, J Lee, SH Kwon, JM Ryu, JP Son, O Seongil, HS Yu, ... 2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 350-352, 2021 | 182 | 2021 |
Scenario-based design flow for mapping streaming applications onto on-chip many-core systems L Schor, I Bacivarov, D Rai, H Yang, SH Kang, L Thiele Proceedings of the 2012 international conference on Compilers, architectures …, 2012 | 153 | 2012 |
Near-memory processing in action: Accelerating personalized recommendation with axdimm L Ke, X Zhang, J So, JG Lee, SH Kang, S Lee, S Han, YG Cho, JH Kim, ... IEEE Micro 42 (1), 116-127, 2021 | 100 | 2021 |
Multi-objective mapping optimization via problem decomposition for many-core systems SH Kang, H Yang, L Schor, I Bacivarov, S Ha, L Thiele 2012 IEEE 10th Symposium on Embedded Systems for Real-time Multimedia, 28-37, 2012 | 48 | 2012 |
Aquabolt-XL: Samsung HBM2-PIM with in-memory processing for ML accelerators and beyond JH Kim, S Kang, S Lee, H Kim, W Song, Y Ro, S Lee, D Wang, H Shin, ... 2021 IEEE Hot Chips 33 Symposium (HCS), 1-26, 2021 | 45 | 2021 |
Static mapping of mixed-critical applications for fault-tolerant MPSoCs S Kang, H Yang, S Kim, I Bacivarov, S Ha, L Thiele Proceedings of the 51st annual design automation conference, 1-6, 2014 | 44 | 2014 |
Dynamic behavior specification and dynamic mapping for real-time embedded systems: Hopes approach H Jung, C Lee, SH Kang, S Kim, H Oh, S Ha ACM Transactions on Embedded Computing Systems (TECS) 13 (4s), 1-26, 2014 | 40 | 2014 |
Reliability-aware mapping optimization of multi-core systems with mixed-criticality SH Kang, H Yang, S Kim, I Bacivarov, S Ha, L Thiele 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-4, 2014 | 29 | 2014 |
Aquabolt-XL HBM2-PIM, LPDDR5-PIM with in-memory processing, and AXDIMM with acceleration buffer JH Kim, SH Kang, S Lee, H Kim, Y Ro, S Lee, D Wang, J Choi, J So, ... IEEE Micro 42 (3), 20-30, 2022 | 28 | 2022 |
TQSIM: A fast cycle-approximate processor simulator based on QEMU S Kang, D Yoo, S Ha Journal of Systems Architecture 66, 33-47, 2016 | 22 | 2016 |
An ILP-based worst-case performance analysis technique for distributed real-time embedded systems J Kim, H Oh, H Ha, SH Kang, J Choi, S Ha 2012 IEEE 33rd Real-Time Systems Symposium, 363-372, 2012 | 18 | 2012 |
Real-time co-scheduling of multiple dataflow graphs on multi-processor systems S Kang, D Kang, H Yang, S Ha Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016 | 13 | 2016 |
The breakthrough memory solutions for improved performance on llm inference B Kim, S Cha, S Park, J Lee, S Lee, S Kang, J So, K Kim, J Jung, JG Lee, ... IEEE Micro, 2024 | 12 | 2024 |
An FPGA-based RNN-T Inference Accelerator with PIM-HBM S Kang, S Lee, B Kim, H Kim, K Sohn, NS Kim, E Lee Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022 | 12 | 2022 |
Jinin So, YeonGon Cho, JoonHo Song, Jeonghyeon Cho, Kyomin Sohn, and Nam Sung Kim. 2022. Aquabolt-xl hbm2-pim, lpddr5-pim with in-memory processing, and axdimm with … JH Kim, SH Kang, S Lee, H Kim, Y Ro, S Lee, D Wang, J Choi IEEE Micro 42 (3), 20-30, 2022 | 12 | 2022 |
Seongil O, Anand Iyer, David Wang, Kyomin Sohn, and Nam Sung Kim. 2021. Hardware Architecture and Software Stack for PIM Based on Commercial DRAM Technology S Lee, S Kang, J Lee, H Kim, E Lee, S Seo, H Yoon, S Lee, K Lim, H Shin, ... Proceedings of the 48th International Symposium on Computer Architecture …, 2021 | 12 | 2021 |
Optimal checkpoint selection with dual-modular redundancy hardening SH Kang, H Park, S Kim, H Oh, S Ha IEEE Transactions on Computers 64 (7), 2036-2048, 2014 | 12 | 2014 |
Jinin So, YeonGon Cho, JoonHo Song, Jangseok Choi, Jeonghyeon Cho, Kyomin Sohn, Youngsoo Sohn, Kwangil Park, and Nam Sung Kim. 2021. Aquabolt-xl: Samsung hbm2-pim with in … JH Kim, S Kang, S Lee, H Kim 2021 IEEE Hot Chips 33, 1-26, 0 | 11 | |
Samsung pim/pnm for transfmer based ai: Energy efficiency on pim/pnm cluster JH Kim, Y Ro, J So, S Lee, S Kang, YG Cho, H Kim, B Kim, K Kim, S Park, ... 2023 IEEE Hot Chips 35 Symposium (HCS), 1-31, 2023 | 8 | 2023 |