On Distributed Solution for Simultaneous Linear Symmetric Systems

Cholesky Decomposition is the primary approach which is used to solve Symmetric and Positive Definite (SPD) systems but is inherently iterative making it very difficult to parallelize as calculations at each partition require elements from other partitions. In this paper, we present two distributed...

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Bibliographic Details

Published in:	2020 IEEE International Conference on Big Data (Big Data) pp. 5780 - 5782
Main Authors:	Misra, Chandan, Parasrampuria, Utkarsh, Bhattacharya, Sourangshu, Ghosh, Soumya K.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 10.12.2020
Subjects:	Apache Spark Big Data Cholesky Decomposition Distributed Algorithm Iterative methods Linear Algebra Matrix decomposition Matrix Inversion Partitioning algorithms Scalability Sparks Symmetric matrices
Online Access:	Get full text
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