Storage formats for sparse matrices in Java

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Abstract

Many storage formats (or data structures) have been proposed to represent sparse matrices. This paper presents a performance evaluation in Java comparing eight of the most popular formats plus one recently proposed specifically for Java (by Gundersen and Steihaug [6] Java Sparse Array) using the matrix-vector multiplication operation. © Springer-Verlag Berlin Heidelberg 2005.

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Luján, M., Usman, A., Hardie, P., Freeman, T. L., & Gurd, J. R. (2005). Storage formats for sparse matrices in Java. In Lecture Notes in Computer Science (Vol. 3514, pp. 364–371). Springer Verlag. https://doi.org/10.1007/11428831_45

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