Jaewoong Sim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Tensor Decomposition

Cache Management

Top Venues

Publications

Wonbeom Lee, Jungi Lee, Junghwan Seo, Jaewoong Sim
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management. OSDI (2024)
Junseo Lee, Seokwon Lee, Jungi Lee, Junyong Park, Jaewoong Sim
GSCore: Efficient Radiance Field Rendering via Architectural Support for 3D Gaussian Splatting. ASPLOS (3) (2024)
Jungi Lee, Wonbeom Lee, Jaewoong Sim
Tender: Accelerating Large Language Models via Tensor Decomposition and Runtime Requantization. ISCA (2024)
Taehyun Kim, Kwanseok Choi, Youngmock Cho, Jaehoon Cho, Hyuk-Jae Lee, Jaewoong Sim
MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models. CoRR (2024)
Wonbeom Lee, Jungi Lee, Junghwan Seo, Jaewoong Sim
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management. CoRR (2024)
Jungi Lee, Wonbeom Lee, Jaewoong Sim
Tender: Accelerating Large Language Models via Tensor Decomposition and Runtime Requantization. CoRR (2024)
Junseo Lee, Kwanseok Choi, Jungi Lee, Seokwon Lee, Joonho Whangbo, Jaewoong Sim
NeuRex: A Case for Neural Rendering Acceleration. ISCA (2023)
Hyokeun Lee, Kwanseok Choi, Hyuk-Jae Lee, Jaewoong Sim
SDM: Sharing-Enabled Disaggregated Memory System with Cache Coherent Compute Express Link. PACT (2023)
Ruobing Han, Jun Chen, Bhanu Garg, Jeffrey Young, Jaewoong Sim, Hyesoon Kim
CuPBoP: A Framework to Make CUDA Portable. PPoPP (2023)
Ruobing Han, Jaewon Lee, Jaewoong Sim, Hyesoon Kim
COX : Exposing CUDA Warp-level Functions to CPUs. ACM Trans. Archit. Code Optim. 19 (4) (2022)
Ruobing Han, Jun Chen, Bhanu Garg, Jeffrey Young, Jaewoong Sim, Hyesoon Kim
CuPBoP: CUDA for Parallelized and Broad-range Processors. CoRR (2022)
Rui Ma, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, David Sheffield, Rob Pelt, Martin Langhammer, Jaewoong Sim, Aravind Dasu, Derek Chiou
Specializing FGPU for Persistent Deep Learning. ACM Trans. Reconfigurable Technol. Syst. 14 (2) (2021)
Ruobing Han, Blaise Tine, Jaewon Lee, Jaewoong Sim, Hyesoon Kim
Supporting CUDA for an extended RISC-V GPU architecture. CoRR (2021)
Ruobing Han, Jaewon Lee, Jaewoong Sim, Hyesoon Kim
COX: CUDA on X86 by Exposing Warp-Level Functions to CPUs. CoRR (2021)
Hyojong Kim, Jaewoong Sim, Prasun Gera, Ramyad Hadidi, Hyesoon Kim
Batch-Aware Unified Memory Management in GPUs for Irregular Workloads. ASPLOS (2020)
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory K. Chen, Phil V. Knag, Raghavan Kumar, Ram Krishnamurthy, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Debbie Marr, Aravind Dasu
Why Compete When You Can Work Together: FPGA-ASIC Integration for Persistent RNNs. FCCM (2019)
Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim
Thermal-aware processing-in-memory instruction offloading. J. Parallel Distributed Comput. 130 (2019)
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory K. Chen, Phil V. Knag, Raghavan Kumar, Ram Krishnamurthy, Debbie Marr, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Aravind Dasu
Evaluating and Enhancing Intel® Stratix® 10 FPGAs for Persistent Real-Time AI. FPGA (2019)
Rui Ma, Derek Chiou, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, David Sheffield, Rob Pelt, Martin Langhammer, Jaewoong Sim, Aravind Dasu
Specializing FGPU for Persistent Deep Learning. FPL (2019)
Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim
CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading. IPDPS (2018)
Duncan J. M. Moss, Krishnan Srivatsan, Eriko Nurvitadhi, Piotr Ratuszniak, Chris Johnson, Jaewoong Sim, Asit K. Mishra, Debbie Marr, Suchit Subhaschandra, Philip Heng Wai Leong
A Customizable Matrix Multiplication Framework for the Intel HARPv2 Xeon+FPGA Platform: A Deep Learning Case Study. FPGA (2018)
Duncan J. M. Moss, Eriko Nurvitadhi, Jaewoong Sim, Asit K. Mishra, Debbie Marr, Suchit Subhaschandra, Philip Heng Wai Leong
High performance binary neural networks on the Xeon+FPGA™ platform. FPL (2017)
Eriko Nurvitadhi, Ganesh Venkatesh, Jaewoong Sim, Debbie Marr, Randy Huang, Jason Ong Gee Hock, Yeong Tat Liew, Krishnan Srivatsan, Duncan J. M. Moss, Suchit Subhaschandra, Guy Boudoukh
Can FPGAs Beat GPUs in Accelerating Next-Generation Deep Neural Networks? FPGA (2017)
Lifeng Nai, Ramyad Hadidi, Jaewoong Sim, Hyojong Kim, Pranith Kumar, Hyesoon Kim
GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks. HPCA (2017)
Eriko Nurvitadhi, David Sheffield, Jaewoong Sim, Asit K. Mishra, Ganesh Venkatesh, Debbie Marr
Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC. FPT (2016)
Eriko Nurvitadhi, Jaewoong Sim, David Sheffield, Asit K. Mishra, Krishnan Srivatsan, Debbie Marr
Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC. FPL (2016)
Joo Hwan Lee, Jaewoong Sim, Hyesoon Kim
BSSync: Processing Near Memory for Machine Learning Workloads with Bounded Staleness Consistency Models. PACT (2015)
Jaewoong Sim, Gabriel H. Loh, Vilas Sridharan, Mike O'Connor
A Configurable and Strong RAS Solution for Die-Stacked DRAM Caches. IEEE Micro 34 (3) (2014)
Jaewoong Sim, Alaa R. Alameldeen, Zeshan Chishti, Chris Wilkerson, Hyesoon Kim
Transparent Hardware Management of Stacked DRAM as Part of Memory. MICRO (2014)
Jaewoong Sim, Gabriel H. Loh, Vilas Sridharan, Mike O'Connor
Resilient die-stacked DRAM caches. ISCA (2013)
Jaewoong Sim, Aniruddha Dasgupta, Hyesoon Kim, Richard W. Vuduc
A performance analysis framework for identifying potential benefits in GPGPU applications. PPOPP (2012)
Jaewoong Sim, Gabriel H. Loh, Hyesoon Kim, Mike O'Connor, Mithuna Thottethodi
A Mostly-Clean DRAM Cache for Effective Hit Speculation and Self-Balancing Dispatch. MICRO (2012)
Jaewoong Sim, Jaekyu Lee, Moinuddin K. Qureshi, Hyesoon Kim
FLEXclusion: Balancing cache capacity and on-chip bandwidth via Flexible Exclusion. ISCA (2012)