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cs.DC2026★ 5 cited
CARM Tool: Cache-Aware Roofline Model Automatic Benchmarking and Application Analysis
José Morgado, Leonel Sousa, Aleksandar Ilic
In recent years, HPC systems and CPU architectures as their central components, have become increasingly complex, making application development and optimization quite challenging.…
cs.DC2026
PRISM: Processing-In-Memory Sparse MTTKRP for Tensor Decomposition Acceleration
Daniel Pacheco, Leonel Sousa, Aleksandar Ilic
Sparse tensors are the most used representation of sparse multidimensional data. Operations that decompose them, selecting their most important features while reducing their dimens…