Publications

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Thesis
Williams, S., Auto-tuning Performance on Multicore Computers, , Berkeley, CA, EECS Department, University of California, Berkeley, December, 2008.
Journal Article
Gramacy, R. B., M. A. Taddy, and S. M. Wild, "Variable Selection and Sensitivity Analysis via Dynamic Trees with an Application to Computer Code Performance Tuning", Annnals of Applied Statistics, vol. 7, pp. 51–80, 2013.
Tiwari, A., V. Tabatabaee, and J. K. Hollingsworth, "Tuning parallel applications in parallel", Parallel Comput., vol. 35, no. 8-9, pp. 475–492, August, 2009.
Sottile, M. J., C. Edward Rasmussen, W. N. Weseloh, R. W. Robey, D. J. Quinlan, and J. Overbey, "Transformations exploiting array syntax in Fortran for accelerator programming", International Journal of Computational Science and Engineering (IJCSE), vol. 8, pp. 47-57, February,2013.
Basu, P., M. Hall, M. Khan, S. Maindola, S. Muralidharan, S. Ramalingam, A. Rivera, M. Shantharam, and A. Venkat, "Towards making auto tuning mainstream", International Journal of High Performance Computing Applications, vol. 27, issue 4, pp. 379-393, November, 2013.
Chen, R. S., and J. K. Hollingsworth, "Towards fully automatic auto-tuning: Leveraging language features of Chapel", International Journal of High Performance Computing Applications, vol. 27, issue 4, pp. 394-402, November, 2013.
chaimov, N., S. Biersdorff, and A. D. Malony, "Tools for machine-learning-based empirical autotuning and specialization", International Journal of High Performance Computing Applications, vol. 27, issue 4, pp. 403-411, November, 2013.
Shende, S., and A. Malony, "The TAU Parallel Performance System", International Journal of High Performance Computing Applications, vol. 20, no. 2, Summer, pp. 287–311, 2006.

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