Gwangsun Kim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Data Processing

Memory Bandwidth

Memory Capacity

Computational Power

Top Venues

Publications

Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim
Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders. CoRR (2024)
Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. ASPLOS (3) (2024)
Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. CoRR (2024)
Jeongmin Hong, Sungjun Cho, Geonwoo Park, Wonhyuk Yang, Young-Ho Gong, Gwangsun Kim
Bandwidth-Effective DRAM Cache for GPUs with Storage-Class Memory. CoRR (2024)
Shinnung Jeong, Sungjun Cho, Yongwoo Lee, Hyunjun Park, Seonyeong Heo, Gwangsun Kim, Youngsok Kim, Hanjun Kim
CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU. ICPP (2024)
Hyungkyu Ham, Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Guseul Heo, Sangyeop Lee, Jongse Park, Gwangsun Kim
ONNXim: A Fast, Cycle-level Multi-core NPU Simulator. CoRR (2024)
Jeongmin Hong, Sungjun Cho, Geonwoo Park, Wonhyuk Yang, Young-Ho Gong, Gwangsun Kim
Bandwidth-Effective DRAM Cache for GPU s with Storage-Class Memory. HPCA (2024)
Jeongmin Hong, Sungjun Cho, Gwangsun Kim
Overcoming Memory Capacity Wall of GPUs With Heterogeneous Memory Stack. IEEE Comput. Archit. Lett. 21 (2) (2022)
Hans Kasan, Gwangsun Kim, Yung Yi, John Kim
Dynamic global adaptive routing in high-radix networks. ISCA (2022)
Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim
Near-Data Processing in Memory Expander for DNN Acceleration on GPUs. IEEE Comput. Archit. Lett. 20 (2) (2021)
Gwangsun Kim, Hayoung Choi, John Kim
TCEP: Traffic Consolidation for Energy-Proportional High-Radix Networks. ISCA (2018)
WonJun Song, Gwangsun Kim, Hyungjoon Jung, Jongwook Chung, Jung Ho Ahn, Jae W. Lee, John Kim
History-Based Arbitration for Fairness in Processor-Interconnect of NUMA Servers. ASPLOS (2017)
Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Kevin Hsieh
Toward standardized near-data processing with unrestricted data placement for GPUs. SC (2017)
Hanjoon Kim, Gwangsun Kim, Hwasoo Yeo, John Kim, Seung Ryoul Maeng
Design and Analysis of Hybrid Flow Control for Hierarchical Ring Network-on-Chip. IEEE Trans. Computers 65 (2) (2016)
Gwangsun Kim, Jiyun Jeong, John Kim, Mark Stephenson
Automatically Exploiting Implicit Pipeline Parallelism from Multiple Dependent Kernels for GPUs. PACT (2016)
Byungchul Hong, Gwangsun Kim, Jung Ho Ahn, Yongkee Kwon, Hongsik Kim, John Kim
Accelerating Linked-list Traversal Through Near-Data Processing. PACT (2016)
Gwangsun Kim, Changhyun Kim, Jiyun Jeong, Mike Parker, John Kim
Contention-based congestion management in large-scale networks. MICRO (2016)
Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, Stephen W. Keckler
Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems. ISCA (2016)
Minseok Lee, Gwangsun Kim, John Kim, Woong Seo, Yeon-Gon Cho, Soojung Ryu
iPAWS: Instruction-issue pattern-based adaptive warp scheduling for GPGPUs. HPCA (2016)
Jongmin Won, Gwangsun Kim, John Kim, Ted Jiang, Mike Parker, Steve Scott
Overcoming far-end congestion in large-scale networks. HPCA (2015)
Hanjoon Kim, Gwangsun Kim, Seungryoul Maeng, Hwasoo Yeo, John Kim
Transportation-network-inspired network-on-chip. HPCA (2014)
Gwangsun Kim, Minseok Lee, Jiyun Jeong, John Kim
Multi-GPU System Design with Memory Networks. MICRO (2014)
Gwangsun Kim, Michael Mihn-Jong Lee, John Kim, Jae W. Lee, Dennis Abts, Michael R. Marty
Low-Overhead Network-on-Chip Support for Location-Oblivious Task Placement. IEEE Trans. Computers 63 (6) (2014)
Gwangsun Kim, John Kim, Jung Ho Ahn, Jaeha Kim
Memory-centric system interconnect design with Hybrid Memory Cubes. PACT (2013)
Hanjoon Kim, Gwangsun Kim, John Kim
Scalable on-chip network in power constrained manycore processors. IGCC (2012)
Gwangsun Kim, John Kim, Sungjoo Yoo
FlexiBuffer: reducing leakage power in on-chip network routers. DAC (2011)