Computer System Architecture Lab
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SSFFT: Energy-Efficient Selective Scaling for Fast Fourier Transform in Embedded GPUs
Fast Fourier Transform (FFT) is critical in applications such as signal processing, communications, and AI. Embedded GPUs are often …
Dongwon Yang
,
Jaebeom Jeon
,
Minseong Gil
,
Junsu Kim
,
Seondeok Kim
,
Gunjae Koo
,
Myung Kuk Yoon
,
Yunho Oh
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SparsePIM: An Efficient HBM-Based PIM Architecture for Sparse Matrix-Vector Multiplications
Sparse matrix-vector multiplication (SpMV) is a fundamental operation across diverse domains, including scientific computing, machine …
Taewoon Kang
,
Geonwoo Choi
,
Taeweon Suh
,
Gunjae Koo
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Hierarchical Traversal Stack Design Using Shared Memory for GPU Ray Tracing
Ray tracing is widely used to generate photorealistic images by tracing the paths of light rays through a scene and their interactions …
Eunsoo Jung
,
Eunbi Jeong
,
Gunjae Koo
,
Yunho Oh
,
Myung Kuk Yoon
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HyMM: A Hybrid Sparse-Dense Matrix Multiplication Accelerator for GCNs
Graph convolutional networks (GCNs) are emerging neural network models designed to process graph-structured data. Due to massively …
Hunjong Lee
,
Jihun Lee
,
Jaewon Seo
,
Yunho Oh
,
Myung Kuk Yoon
,
Gunjae Koo
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Poster
Coldmap: Extending SSD Lifetime Exploiting Multi-Page Mapping Information
Solid-state drives (SSDs) include flash translation layer (FTL) functions to manage the inherent characteristics of NAND flash memory. …
Jaewon Seo
,
Gunjae Koo
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VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing
The rapid advancement of Artificial Intelligence (AI) necessitates significant enhancements in the energy efficiency of Graphics …
Jaebeom Jeon
,
Minseong Gil
,
Junsu Kim
,
Jaeyong Park
,
Gunjae Koo
,
Myung Kuk Yoon
,
Yunho Oh
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Warped-MC: An Efficient Memory Controller Scheme for Massively Parallel Processors
The performance of GPU’s external memories is becoming more critical since a modern GPU runs thousands of concurrent threads that …
Jonghyun Jeong
,
Myung Kuk Yoon
,
Yunho Oh
,
Gunjae Koo
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CacheRewinder: Revoking Speculative Cache Updates Exploiting Write-Back Buffer
Transient execution attacks are critical security threats since those attacks exploit speculative execution which is an essential …
Jongmin Lee
,
Junyeon Lee
,
Taeweon Suh
,
Gunjae Koo
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Code
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DOI
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Stealth ECC: A Data-Width Aware Adaptive ECC Scheme for DRAM Error Resilience
As DRAM process technology scales down and DRAM density continues to grow, DRAM errors have become a primary concern in modern data …
Young Seo Lee
,
Gunjae Koo
,
Young-Ho Gong
,
Sung Woo Chung
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Restore Buffer Overflow Attacks: Breaking Undo-Based Defense Schemes
Transient execution attacks have been severe security threats since such attacks exploit architectural vulnerabilities in out-of-order …
Jongmin Lee
,
Gunjae Koo
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