Daniel Pacheco

Universidade de Lisboa,INESC-ID, Instituto Superior Técnico,Lisboa,Portugal

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

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Leonel Sousa (1)Aleksandar Ilic (1)

Papers (1)

Oct 12, 2025

Universidade de LisboaOct 12, 2025·also INESC-ID

PRISM: Processing-In-Memory Sparse MTTKRP for Tensor Decomposition Acceleration

PIM-based acceleration can deliver 2.6x speedups for sparse tensor decomposition, but distributed memory limitations in current PIM architectures can still be a bottleneck.

Daniel Pacheco, Leonel Sousa, Aleksandar Ilic

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization

Daniel Pacheco

Research focus

Frequent co-authors

Papers (1)

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Daniel Pacheco

Research focus

Frequent co-authors

Papers (1)