Reproducibility Report for ACM SIGMOD 2024 Paper: 'PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement'

We report our experience in reproducing the benchmarks from the paper "PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement"[1]. While we successfully reproduced only a portion of the benchmarks from [1], we consider the current results to be sufficient to validate the core thesis of the paper.

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Publication Details

Published
2025-03-21
DOI
https://doi.org/10.1145/3687998.3717050
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Reproducibility Report for ACM SIGMOD 2024 Paper: 'PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement'

Hein Meling, Kyoseung Koo, Niccolò Meneghetti, Y. M. Choi
Parallel Computing and Optimization Techniques
article

Reproducibility Report for ACM SIGMOD 2024 Paper: 'PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement'

Hein Meling, Kyoseung Koo, Niccolò Meneghetti, Y. M. Choi
article en

Abstract

We report our experience in reproducing the benchmarks from the paper "PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement"[1]. While we successfully reproduced only a portion of the benchmarks from [1], we consider the current results to be sufficient to validate the core thesis of the paper.

Seoul National University (KR), University of Michigan–Dearborn (US), University of Stavanger (NO)
Openalex Percentile: Top 95%
Parallel Computing and Optimization Techniques
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