<abstract xmlns="http://www.w3.org/1999/xhtml"><p> Big Data becameabuzz word nowadays due to the evolution of huge volumes of data beyond peta bytes. This article focuses on matrix multiplication with big sparse data. The proposed FASTsparse MULalgorithm outperforms the state-of-the-art big matrix multiplication approaches in sparse data scenario.</p></abstract>

Big Data becameabuzz word nowadays due to the evolution of huge volumes of data beyond peta bytes. This article focuses on matrix multiplication with big sparse data. The proposed FASTsparse MULalgorithm outperforms the state-of-the-art big matrix multiplication approaches in sparse data scenario.

Fast Matrix Multiplication with Big Sparse Data

School of Computer Science & Engineering, VIT University, Vellore,

School of Advanced Sciences, VIT University, Vellore,

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"Fast Matrix Multiplication with Big Sparse Data"}

Big Data becameabuzz word nowadays due to the evolution of huge volumes of data beyond peta bytes. This article focuses on matrix multiplication with big...

Fast Matrix Multiplication with Big Sparse Data

Publié en ligne: 06 avr. 2017

Pages: 16 - 30

DOI: https://doi.org/10.1515/cait-2017-0002

Mots clés
Sparse data, sparse matrices multiplication, Big Data, Mapreduce

© by G. Somasekhar

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Fast Matrix Multiplication with Big Sparse Data

Publié en ligne: 06 avr. 2017

Pages: 16 - 30

DOI: https://doi.org/10.1515/cait-2017-0002

Mots clésSparse data, sparse matrices multiplication, Big Data, Mapreduce

© by G. Somasekhar

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Mots clés
Sparse data, sparse matrices multiplication, Big Data, Mapreduce