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Analyzing Data Cache Performance of Modern GPU Architecture
Graphics processing unit (GPU)는 그래픽 어플리케이션의 처리 뿐만 아니라 최근 machine learning, big data analytics 등의 대규모 병렬처리를 요구하는 어플리케이션의 처리에 널리 사용되고 있다. …
Jonghyun Jeong
,
Yunho Oh
,
Gunjae Koo
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Linebacker: Preserving Victim Cache Lines in Idle Register Files of GPUs
Modern GPUs suffer from cache contention due to the limited cache size that is shared across tens of concurrently running warps. To …
Yunho Oh
,
Gunjae Koo
,
Murali Annavaram
,
Won Woo Ro
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Access Pattern-Aware Cache Management for Improving Data Utilization in GPU
Long latency of memory operation is a prominent performance bottleneck in graphics processing units (GPUs). The small data cache that …
Gunjae Koo
,
Yunho Oh
,
Won Woo Ro
,
Murali Annavaram
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Revealing Critical Loads and Hidden Data Locality in GPGPU Applications
In graphics processing units (GPUs), memory access latency is one of the most critical performance hurdles. Several warp schedulers and …
Gunjae Koo
,
Hyeran Jeon
,
Murali Annavaram
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