24 citations · 77 across the 28 of their papers we have counts for
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cs.DC2024
Stream-K++: Adaptive GPU GEMM Kernel Scheduling and Selection using Bloom Filters
Harisankar Sadasivan, Muhammed Emin Ozturk, Muhammad Osama +7
General matrix multiplication (GEMM) operations are the fundamental building blocks of computational domains including artificial intelligence (AI). As GPU architectures evolve and…
cs.DC2024★ 4 cited
Seer: Predictive Runtime Kernel Selection for Irregular Problems
Ryan Swann, Muhammad Osama, Karthik Sangaiah +1
Modern GPUs are designed for regular problems and suffer from load imbalance when processing irregular data. Prior to our work, a domain expert selects the best kernel to map fine-…