Distributed Firewalls Mechanism for the Resolution of Packets Forwarding Problems in Computer Networks using RSA-CRT Technique

Balogun, Bukola Fatimah

doi:10.5120/ijca2021921046

IJCA

2021

DOI: 10.5120/ijca2021921046

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Distributed Firewalls Mechanism for the Resolution of Packets Forwarding Problems in Computer Networks using RSA-CRT Technique

Bukola Fatimah Balogun¹

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Implementation of the Spark technique in a matrix distributed computing algorithm

Wang¹,

Cengiz

2022

Journal of Intelligent Systems

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Two analyzes of Spark engine performance strategies to implement the Spark technique in a matrix distributed computational algorithm, the multiplication of a sparse multiplication operational test model. The dimensions of the two input sparse matrices have been fixed to 30,000 × 30,000, and the density of the input matrix have been changed. The experimental results show that when the density reaches about 0.3, the original dense matrix multiplication performance can outperform the sparse-sparse matrix multiplication, which is basically consistent with the relationship between the sparse matrix multiplication implementation in the single-machine sparse matrix test and the computational performance of the local native library. When the density of the fixed sparse matrix is 0.01, the distributed density-sparse matrix multiplication outperforms the same sparsity but uses the density matrix storage, and the acceleration ratio increases from 1.88× to 5.71× with the increase in dimension. The overall performance of distributed operations is improved.

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Implementation of the Spark technique in a matrix distributed computing algorithm

Wang¹,

Cengiz

2022

Journal of Intelligent Systems

View full text Add to dashboard Cite

show abstract

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Distributed Firewalls Mechanism for the Resolution of Packets Forwarding Problems in Computer Networks using RSA-CRT Technique

Cited by 1 publication

References 8 publications

Implementation of the Spark technique in a matrix distributed computing algorithm

Implementation of the Spark technique in a matrix distributed computing algorithm

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