VLDB 2026 Research / reviewers in the wild / expert
Décio Luiz Gazzoni Filho
dblp:81/4456
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2ranked-venue papers
1as first author
1since 2021 · last 2024
0000-0002-6001-2172ORCID · verified
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Theory of computation · 2 · 1 first-author · 1 since 2021Databases, data management, data science and information retrieval · 1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | PQC-AMX: Accelerating Saber and FrodoKEM on the Apple M1 and M3 SoCsabstractAs CPU performance cannot keep up with the dramatic growth of the past few decades, CPU architects turn to domain-specific architectures to accelerate certain tasks. A recent trend is the introduction of matrix-multiplication accelerators to CPUs by manufacturers such as IBM, Intel and ARM, some of them yet to launch commercially. Apple’s systems-on-chip (SoCs) for its mobile phones, tablets and personal computers include a proprietary, undocumented CPU-coupled matrix multiplication coprocessor called AMX. We leverage AMX to accelerate the post-quantum lattice-based cryptosystems Saber and FrodoKEM, and benchmark their performance on Apple M1 and M3 SoCs. We propose a variant of the Toeplitz Matrix-Vector Product algorithm for polynomial multiplication, which sets new speed records for Saber using AMX, improving up to 20% for the main KEM operations, and 152% for matrix-vector multiplication of polynomials, over the current state-of-the-art. We also set new FrodoKEM speed records using AMX, gaining up to 21% for the main KEM operations and 124% for matrix multiplication (with further improvements for 4×-batching), over our optimized NEON implementation, also introduced here, which already improves upon the previous state-of-the-art for ARMv8 CPUs. Décio Luiz Gazzoni Filho, Guilherme Brandão, Gora Adj, Arwa Alblooshi, Isaac Andrés Canales Martinez, Jorge Chávez-Saab, Julio López 0002 |
ARITH | 1 |
| 2008 | Rotation symmetry in algebraically generated cryptographic substitution tables
Vincent Rijmen, Paulo S. L. M. Barreto, Décio Luiz Gazzoni Filho |
Inf. Process. Lett. | 3 |