Sukhan Lee

Affiliations:
  • Samsung Electronics, Hwaseong, South Korea
  • Seoul National University, Department of Transdisciplinary Studies, South Korea (Ph.D.)


According to our database1, Sukhan Lee authored at least 23 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
The Breakthrough Memory Solutions for Improved Performance on LLM Inference.
IEEE Micro, 2024

Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching.
Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

2023
A 16 GB 1024 GB/s HBM3 DRAM With Source-Synchronized Bus Design and On-Die Error Control Scheme for Enhanced RAS Features.
IEEE J. Solid State Circuits, 2023

Samsung PIM/PNM for Transfmer Based AI : Energy Efficiency on PIM/PNM Cluster.
Proceedings of the 35th IEEE Hot Chips Symposium, 2023

2022
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM.
IEEE Micro, 2022

Aquabolt-XL HBM2-PIM, LPDDR5-PIM With In-Memory Processing, and AXDIMM With Acceleration Buffer.
IEEE Micro, 2022


An FPGA-based RNN-T Inference Accelerator with PIM-HBM.
Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

An Architecture of Sparse Length Sum Accelerator in AxDIMM.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
25.4 A 20nm 6GB Function-In-Memory DRAM, Based on HBM2 with a 1.2TFLOPS Programmable Computing Unit Using Bank-Level Parallelism, for Machine Learning Applications.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Hardware Architecture and Software Stack for PIM Based on Commercial DRAM Technology : Industrial Product.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Aquabolt-XL: Samsung HBM2-PIM with in-memory processing for ML accelerators and beyond.
Proceedings of the IEEE Hot Chips 33 Symposium, 2021

2020
MViD: Sparse Matrix-Vector Multiplication in Mobile DRAM for Accelerating Recurrent Neural Networks.
IEEE Trans. Computers, 2020

2019
TWiCe: preventing row-hammering by exploiting time window counters.
Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018
TWiCe: Time Window Counter Based Row Refresh to Prevent Row-Hammering.
IEEE Comput. Archit. Lett., 2018

Leveraging Power-Performance Relationship of Energy-Efficient Modern DRAM Devices.
IEEE Access, 2018

3D-Xpath: high-density managed DRAM architecture with cost-effective alternative paths for memory transactions.
Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017
Understanding power-performance relationship of energy-efficient modern DRAM devices.
Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

Work as a team or individual: Characterizing the system-level impacts of main memory partitioning.
Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

2016
Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform.
ACM Trans. Comput. Syst., 2016

Achieving One Billion Key-Value Requests per Second on a Single Server.
IEEE Micro, 2016

2015
Architecting to achieve a billion requests per second throughput on a single key-value store server platform.
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

CiDRA: A cache-inspired DRAM resilience architecture.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015


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