PRISM is the first PIM-based approach for sparse MTTKRP, reporting up to 2.64x speedup over CPU baselines on UPMEM hardware with heterogeneous CPU collaboration.
Design and analysis of a processing-in-dimm join algorithm: A case study with upmem dimms,
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PRISM: Processing-In-Memory Sparse MTTKRP for Tensor Decomposition Acceleration
PRISM is the first PIM-based approach for sparse MTTKRP, reporting up to 2.64x speedup over CPU baselines on UPMEM hardware with heterogeneous CPU collaboration.