Publications Related to the Sparsity Project

Optimizing Sparse Matrix-Vector Multiplication for Register Reuse
E. Im and K. A. Yelick
International Conference on Computational Science, San Francisco, California, May 2001.
(Postscript) or (Gzipped Postscript)
Optimizing Sparse Matrix Kernels for Data Mining
E. Im and K. A. Yelick
Proceedings of the Text Mine Workshop
Chicago, IL, April 2001.
(Postscript) or (Gzipped Postscript)
Optimizing the Performance of Sparse Matrix-Vector Multiplication
Eun-Jin Im,
Ph.D. thesis, University of California, May 2000.
Thesis in Postscript, with separate appendix containing matrix "spy" plots (24 MB).
Optimizing Sparse Matrix Vector Multiplication on SMPs
E. Im and K. A. Yelick
SIAM Conf. Parallel Processing for Scientific Computing, San Antonio, TX, March 1999.
(Postscript) or (Gzipped Postscript)
Model-based Memory Hierarchy Optimizations for Sparse Matrices
E. Im and K. A. Yelick
Workshop on Profile and Feedback-Directed Compilation, Paris, France, October 1998.
(Postscript) or (Gzipped Postscript)