5 citations · 5 across the 4 of their papers we have counts for
4 papers
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.…
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…
Constant Depth Threshold Circuits For Exhaustive Epistasis Detection
André Ribeiro, Aleksandar Ilic, Leonel Sousa
The development of large-scale neuromorphic hardware has made practical implementations of threshold gate-based circuits a near-term possibility. The complexity advantages regardin…
A Course chapter on Quantum Computing for Master Students in Engineering
Leonel Sousa
Quantum computing is a rapidly evolving field encompassing various disciplines such as physics, mathematics, computer engineering, and computer science. Teaching quantum computing…