Evaluation of the Impact of Coherence Protocols and Cache Sizes on Parallel Algorithms Through Simulations

This article explores the intersection between parallel algorithms and cache optimization, focusing on how different coherence protocols and cache sizes impact the performance of parallel algorithms. Through simulations, we evaluate the efficiency of parallel algorithms under various cache configurations. Our goal is to understand the implications of these configurations and identify optimal strategies for cache utilization. The results of this study provide valuable insights for computational performance optimization in the modern era of technology.

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Publication Details

Published
2024-10-23
DOI
https://doi.org/10.5753/sscad_estendido.2024.244058
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
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article

Evaluation of the Impact of Coherence Protocols and Cache Sizes on Parallel Algorithms Through Simulations

Matheus A. Souza, Guilherme Dantas C. Fagundes
Parallel Computing and Optimization Techniques
article

Evaluation of the Impact of Coherence Protocols and Cache Sizes on Parallel Algorithms Through Simulations

Matheus A. Souza, Guilherme Dantas C. Fagundes
article en

Abstract

This article explores the intersection between parallel algorithms and cache optimization, focusing on how different coherence protocols and cache sizes impact the performance of parallel algorithms. Through simulations, we evaluate the efficiency of parallel algorithms under various cache configurations. Our goal is to understand the implications of these configurations and identify optimal strategies for cache utilization. The results of this study provide valuable insights for computational performance optimization in the modern era of technology.

Pontifícia Universidade Católica de Minas Gerais (BR)
Openalex Percentile: Top 81%
Parallel Computing and Optimization Techniques
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