@inproceedings(Agakov:2006, author = {F. Agakov and E. Bonilla and J. Cavazos and B. Franke and G. Fursin and M. F. P. O'Boyle and J. Thomson and M. Toussaint and C. K. I. Williams}, year = {2006}, title = {Using Machine Learning to Focus Iterative Optimization}, booktitle = {Proceedings of the International Symposium on Code Generation and Optimization}, series = {CGO '06}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, pages = {295--305}, doi = {10.1109/CGO.2006.37}, ) @inproceedings(Bagge03CodeBoost, author = {Otto Skrove Bagge and Karl Trygve Kalleberg and Eelco Visser and Magne Haveraaen}, year = {2003}, title = {{Design of the CodeBoost Transformation System for Domain-Specific Optimisation of C++ Programs}}, booktitle = {Third International Workshop on Source Code Analysis and Manipulation (SCAM 2003)}, publisher = {IEEE}, pages = {65--75}, doi = {10.1109/SCAM.2003.1238032}, ) @techreport(Brown2005-tr-opt_trans_hw, author = {Ashley Brown and Wayne Luk and Paul Kelly}, year = {2005}, title = {{Optimising Transformations for Hardware Compilation}}, type = {Technical Report}, institution = {Imperial College London}, url = {http://www.ashleybrown.co.uk/wordpress/wp-content/uploads/2010/09/cobble-cml-report.pdf}, ) @article(DiNapoli2014, author = {{Di Napoli}, Edoardo and Fabregat-Traver, Diego and Quintana-Orti, Gregorio and Paolo Bientinesi}, year = {2014}, title = {Towards an Efficient Use of the {BLAS} Library for Multilinear Tensor Contractions}, journal = {Applied Mathematics and Computation}, volume = {235}, pages = {454--468}, doi = {10.1016/j.amc.2014.02.051}, ) @article(Fabregat2013, author = {Fabregat-Traver, Diego and Paolo Bientinesi}, year = {2013}, title = {Application-Tailored Linear Algebra Algorithms: A Search-Based Approach}, journal = {International Journal of High Performance Computing Applications (IJHPCA)}, volume = {27}, number = {4}, pages = {425 -- 438}, doi = {10.1177/1094342013494428}, ) @inproceedings(Franchetti2006, author = {Franz Franchetti and Yevgen Voronenko and Markus P{\"{u}}schel}, year = {2006}, title = {{FFT} program generation for shared memory: {SMP} and multicore}, booktitle = {Proceedings of the {ACM/IEEE} {SC2006} Conference on High Performance Networking and Computing, November 11-17, 2006, Tampa, FL, {USA}}, pages = {115}, doi = {10.1145/1188455.1188575}, ) @article(RLSurvey1996, author = {Leslie Pack Kaelbling and Michael L. Littman and Andrew P. Moore}, year = {1996}, title = {Reinforcement Learning: A Survey}, journal = {Journal of Artificial Intelligence Research}, volume = {4}, pages = {237--285}, doi = {10.1613/jair.301}, ) @article(Koomey2008, author = {Jonathan G Koomey}, year = {2008}, title = {{Worldwide Electricity Used in Data Centers}}, journal = {Environmental Research Letters}, volume = {3}, number = {3}, pages = {034008}, doi = {10.1088/1748-9326/3/3/034008}, ) @inproceedings(Mariani:2014, author = {Giovanni Mariani and Gianluca Palermo and Roel Meeuws and Vlad Mihai Sima and Cristina Silvano and Koen Bertels}, year = {2014}, title = {DRuiD: Designing reconfigurable architectures with decision-making support}, booktitle = {19th Asia and South Pacific Design Automation Conference, {ASP-DAC} 2014, Singapore, January 20-23, 2014}, pages = {213--218}, doi = {10.1109/ASPDAC.2014.6742892}, ) @book(Marsland2009, author = {Stephen Marsland}, year = {2009}, title = {Machine Learning: An Algorithmic Perspective}, edition = {1st}, publisher = {Chapman \& Hall/CRC}, doi = {10.1111/j.1751-5823.2010.00118\_11.x}, ) @article(scikit2011, author = {F. Pedregosa and G. Varoquaux and A. Gramfort and V. Michel and B. Thirion and O. Grisel and M. Blondel and P. Prettenhofer and R. Weiss and V. Dubourg and J. Vanderplas and A. Passos and D. Cournapeau and M. Brucher and M. Perrot and E. Duchesnay}, year = {2011}, title = {Scikit-learn: Machine Learning in {P}ython}, journal = {Journal of Machine Learning Research}, volume = {12}, pages = {2825--2830}, ) @incollection(Pekhimenko:2010, author = {Gennady Pekhimenko and AngelaDemke Brown}, year = {2010}, title = {Efficient Program Compilation Through Machine Learning Techniques}, editor = {Ken Naono and Keita Teranishi and John Cavazos and Reiji Suda}, booktitle = {Software Automatic Tuning}, publisher = {Springer New York}, pages = {335--351}, doi = {10.1007/978-1-4419-6935-4\_19}, ) @article(pybrain2010, author = {Tom Schaul and Justin Bayer and Daan Wierstra and Yi Sun and Martin Felder and Frank Sehnke and R\"{u}ckstie\ss, Thomas and J\"{u}rgen Schmidhuber}, year = {2010}, title = {{PyBrain}}, journal = {Journal of Machine Learning Research}, doi = {10.1145/1756006.1756030}, ) @article(Schupp2002, author = {Sibylle Schupp and Douglas Gregor and David Musser and Shin-Ming Liu}, year = {2002}, title = {Semantic and behavioral library transformations}, journal = {Information and Software Technology}, volume = {44}, number = {13}, pages = {797--810}, doi = {10.1016/S0950-5849(02)00122-2}, ) @book(Stallman2009, author = {Richard M. Stallman and {GCC Developer Community}}, year = {2009}, title = {Using The Gnu Compiler Collection: A Gnu Manual For Gcc Version 4.3.3}, publisher = {CreateSpace}, address = {Paramount, CA}, ) @inproceedings(tamarit16:transformation-prole, author = {Salvador Tamarit and Mari{\~n}o, Julio and Guillermo Vigueras and Manuel Carro}, year = {2016}, title = {{Towards a Semantics-Aware Code Transformation Toolchain for Heterogeneous Systems}}, editor = {Alicia Villanueva}, booktitle = {Proceedings of XIV Jornadas sobre Programaci\'on y Lenguajes (PROLE 2016)}, pages = {17--32}, url = {http://hdl.handle.net/11705/PROLE/2016/014}, ) @inproceedings(tamarit15:padl-haskell_transformation, author = {Salvador Tamarit and Guillermo Vigueras and Manuel Carro and Mari{\~n}o, Julio}, year = {2015}, title = {{A Haskell Implementation of a Rule-Based Program Transformation for C Programs}}, editor = {Enrico Pontelli and Tran Cao Son}, booktitle = {International Symposium on Practical Aspects of Declarative Languages}, series = {LNCS}, volume = {9131}, publisher = {Springer-Verlag}, pages = {105--114}, doi = {10.1007/978-3-319-19686-2\_8}, )