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Publications

Export 12 results:
Book Chapter
Balaprakash, P., K. Rupp, A. Mametjanov, R. B. Gramacy, P. D. Hovland, and S. M. Wild, "Empirical Performance Modeling of GPU Kernels Using Active Learning", Parallel Computing: Accelerating Computational Science and Engineering (CSE), vol. 25: IOS Press, pp. 646–655, 2014.
Balaprakash, P., S. M. Wild, and P. D. Hovland, "An Experimental Study of Global and Local Search Algorithms in Empirical Performance Tuning", High Performance Computing for Computational Science - VECPAR 2012, 10th International Conference, Kobe, Japan, July 17-20, 2012, Revised Selected Papers: Springer, pp. pp. 261–269, 2013.
Conference Paper
Balaprakash, P., R. Gramacy, and S. M. Wild, "Active-Learning-Based Surrogate Models for Empirical Performance Tuning", Proceedings of IEEE International Conference on Cluster Computing (CLUSTER 2013), September, 2013.
Rountree, B., D. K. Lowenthal, B. R. de Supinski, M. Schulz, V. W. Freeh, and T. Bletsch, "Adagio: Making DVS Practical for Complex HPC Applications", Proceedings of the 23rd International Conference on Supercomputing, New York, NY, USA, ACM, pp. 460–469, 2009.
Malony, A. D., S. Shende, R. Bell, K. Li, L. Li, and N. Trebon, "Advances in the TAU Performance System", Performance Analysis and Grid Computing: Selected Articles from the Workshop on Performance Analysis and Distributed Computing August 19–23, 2012, Dagstuhl, Germany: Springer Science & Business Media, 2012.
Chen, Z., and J. Dongarra, "Algorithm-Based Checkpoint-Free Fault Tolerance for Parallel Matrix Computations on Volatile Resources", 20th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2006), Rhodes Island, Greece, 2006.
Ibrahim, K. Z., S. W. Williams, E. Epifanovsky, and A. I. Krylov, "Analysis and tuning of libtensor framework on multicore architectures", 21st International Conference on High Performance Computing, HiPC 2014, Goa, India, December 17-20, 2014, 2014.
Dhiman, G., K K. Pusukuri, and T. Rosing, "Analysis of Dynamic Voltage Scaling for System Level Energy Management", Proceedings of the 2008 Conference on Power Aware Computing and Systems, Berkeley, CA, USA, USENIX Association, pp. 9-9, 2008.
Chen, R. S., and J. K. Hollingsworth, "ANGEL: A Hierarchical Approach to Multi-Objective Online Auto-Tuning", Proceedings of the 5th International Workshop on Runtime and Operating Systems for Supercomputers, New York, NY, USA, ACM, 2015.
Marin, G., and J. Mellor-Crummey, "Application Insight Through Performance Modeling", Proceedings of the Performance, Computing, and Communications Conference (IPCCC'07), New Orleans, LA, USA, IEEE, pp. 65–74, apr, 2007.
Mohror, K., A. Moody, and B. R. de Supinski, "Asynchronous checkpoint migration with MRNet in the Scalable Checkpoint / Restart Library", Proceedings of 42nd Annual IEEE/IFIP International Conference, Dependable Systems and Networks Workshops (DSN –W ) , 25-28 June 2012 , Boston , Massachusetts - USA, IEEE , 2012.
Bronevetsky, G., I. Laguna, S. Bagchi, B. R. de Supinski, D. H. Ahn, and M. Schulz, "AutomaDeD: Automata-Based Debugging for Dissimilar Parallel Tasks", 2010 IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Chicago, IL, pp. 231 -240, 2010.
Roth, P. C., J. S. Meredith, and J. S. Vetter, "Automated Characterization of Parallel Application Communication Patterns", Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, {HPDC} 2015, Portland, OR, USA, June 15-19, 2015, 2015.
Bronevetsky, G., I. Laguna, B. R. de Supinski, and S. Bagchi, "Automatic fault characterization via abnormality-enhanced classification", Dependable Systems and Networks (DSN- W ) , 25-28 June 2012, Boston , Massachusetts - USA, IEEE, 2012.

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