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<title>Polly - Publications</title>
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<h1>Publications</h1>
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<h2> Publications about polyhedral compilation </h2>
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<a href="https://polyhedral.info/publications.html">polyhedral.info</a> has a
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large list of publications related to polyhedral compilation. They are very
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useful to get an idea of the latest developments in this area of compilation
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as well as to understand what kind of optimizations can be built on top of
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Polly.
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<h2> Citing Polly</h2>
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The canonical publication to cite Polly is:
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<p>
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<em>Polly - Performing polyhedral optimizations on a low-level intermediate
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representation </em><br />
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Tobias Grosser, Armin Groesslinger, Christian Lengauer<br />
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Parallel Processing Letters 2012 22:04<br />
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<a href="https://www.grosser.es#pub-Polly">Paper</a>
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</p>
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<h2> Publications involving Polly </h2>
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<h3> 2016 </h3>
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<ul>
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<li><em>Loopy: Programmable and Formally Verified Loop Transformations</em><br />
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Kedar Namjoshi and Nimit Singhania<br />
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23rd Static Analysis Symposium (SAS 2016)<br />
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<a href="https://link.springer.com/chapter/10.1007/978-3-662-53413-7_19">Paper</a>
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</li>
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<li><em>Input Space Splitting for OpenCL</em><br />
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Simon Moll, Johannes Doerfert and Sebastian Hack<br />
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25th International Conference on Compiler Construction (CC 2016)<br />
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</li>
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<li><em>Parallelisation automatique de programmes scientifiques pour systems
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distribues
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</em><br />
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Felix-Antoine Quellet<br />
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Master Thesis, Universite de Sherbrooke<br />
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<a
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href="https://savoirs.usherbrooke.ca/bitstream/handle/11143/8171/Ouellet_Felix_Antoine_MSc_2016.pdf?sequence=4">Thesis</a>
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</li>
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</ul>
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<h3> 2015 </h3>
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<ul>
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<li><em>Polyhedral AST generation is more than scanning polyhedra</em><br />
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Tobias Grosser, Sven Verdoolaege, Albert Cohen<br />
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ACM Transations on Programming Languages and Systems (TOPLAS), 37(4), July
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2015<br />
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<a href="https://www.grosser.es#pub-polyhedral-AST-generation">Paper</a>
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</li>
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<li><em>On recovering multi-dimensional arrays in Polly</em><br />
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Tobias Grosser, Sebastian Pop, J. Ramanujam, P. Sadayappan <br />
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Impact2015 at HiPEAC, Amsterdam, The Netherlands<br />
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Slides & Paper: <a href="http://impact.gforge.inria.fr/impact2015/">Impact 2015</a>
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</li>
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<li><em>Polly's polyhedral scheduling in the presence of reductions </em><br />
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Johannes Doerfert, Kevin Streit, Sebastian Hack, Zino Benaissa<br />
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Impact2015 at HiPEAC, Amsterdam, The Netherlands<br />
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Slides & Paper: <a href="http://impact.gforge.inria.fr/impact2015/">Impact 2015</a>
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</li>
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</ul>
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<h3> 2014 </h3>
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<ul>
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<li><em>
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Lattice QCD Optimization and Polytopic Representations of Distributed Memory </em><br />
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Michael Kruse<br />
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Doctoral Thesis, Ecole doctorale Informatique de Paris-Sud<br />
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<a href="https://www.theses.fr/2014PA112198">Thesis</a>
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</li>
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</ul>
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<h3> 2012 </h3>
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<ul>
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<li><em>KernelGen - a prototype of auto-parallelizing Fortran/C compiler for NVIDIA GPUs</em><br />
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Dmitry Mikushin, Nikolay Likhogrud, Hou Yunqing, Sergey Kovylov<br />
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Multi-core Workshop 2012, NCAR, Boulder, CO<br /><a
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href="publications/kernelgen-ncar-2012-slides.pdf">Slides</a>
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</li>
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<li><em>KernelGen - a toolchain for automatic GPU-centric applications porting</em><br />
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Nikolay Likhogrud, Dmitry Mikushin, Andrew Adinets<br />
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Parallel Computational Technologies (PCT) 2012, Novosibirsk<br /><a
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href="publications/kernelgen-pavt-2012-slides.pdf">Slides</a>
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</li>
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</ul>
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<h3> 2011 </h3>
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<ul>
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<li><em>Polly - First Successful Optimizations - How to proceed?</em><br />
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Tobias Grosser, Ragesh A<br />
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LLVM Developer Meeting 2011<br /><a
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href="https://llvm.org/devmtg/2011-11/Grosser_PollyOptimizations.pdf">Slides</a>, <a
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href="https://llvm.org/devmtg/2011-11/videos/Grosser_PollyOptimizations-desktop.mov">Video
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(Computer)</a>, <a
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href="https://llvm.org/devmtg/2011-11/videos/Grosser_PollyOptimizations-mobile.mp4">Video
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(Mobile)</a></li>
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<li><em>A Framework for Automatic OpenMP Code Generation</em><br />
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Raghesh A<br />
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Masters Thesis (May 2011)<br />
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<a
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href="publications/raghesh-a-masters-thesis.pdf">Thesis</a>
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</li>
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<li><em>Enabling Polyhedral Optimizations in LLVM</em><br />
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Tobias Grosser<br />
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Diploma Thesis (April 2011)<br />
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<a
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href="publications/grosser-diploma-thesis.pdf">Thesis</a>
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</li>
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<li><em>Polly - Polyhedral Optimization in LLVM</em><br />
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Tobias Grosser, Hongbin Zheng, Ragesh Aloor, Andreas Simbürger, Armin
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Größlinger, Louis-Noël Pouchet<br />
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IMPACT at CGO 2011 <br />
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<a
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href="publications/grosser-impact-2011.pdf">Paper</a>, <a
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href="publications/grosser-impact-2011-slides.pdf">Slides </a>
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</li>
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</ul>
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<h3> 2010 </h3>
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<ul>
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<li><em>Polly - Polyhedral Transformations for LLVM</em><br />
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Tobias Grosser, Hongbin Zheng<br />
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LLVM Developer Meeting 2010<br /><a
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href="https://llvm.org/devmtg/2010-11/Grosser-Polly.pdf">Slides</a>, <a
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href="https://llvm.org/devmtg/2010-11/videos/Grosser_Polly-desktop.mp4">Video
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(Computer)</a>, <a
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href="https://llvm.org/devmtg/2010-11/videos/Grosser_Polly-mobile.mp4">Video
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(Mobile)</a></li>
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</ul>
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<h2>Publications used within Polly</h2>
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<h3>Polyhedral library</h3>
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<ul>
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<li><em>isl: An Integer Set Library for the Polyhedral Model </em><br />
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Sven Verdoolaege<br />
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ICMS 2010
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</li>
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</ul>
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<h3>Optimization</h3>
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<ul>
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<li><em>A Practical Automatic Polyhedral Parallelizer and Locality Optimizer
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</em><br />
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Uday Bondhugula, Alberto Hartono, J. Ramanujam, P. Sadayappan<br />
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PLDI 2008
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</li>
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<li><em>Effective Automatic Parallelization and Locality Optimization using
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the Polyhedral Model
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</em><br />
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Uday Bondhugula<br />
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PhD thesis 2008
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</li>
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</ul>
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<h3>Code Generation</h3>
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<ul>
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<li><em>Code Generation in the Polyhedral Model Is Easier Than You Think</em>
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<br />
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Cédric Bastoul<br />
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PACT 2004
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</li>
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</ul>
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<h2>Interesting Publications</h2>
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Publications that are not yet used or implemented in Polly, but that are
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interesting to look at either to understand general concepts or to implement
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the corresponding ideas. This list is incomplete and papers are added as
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we hear about them.<br />
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<h3>GPGPU</h3>
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<ul>
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<li><em>Automatic C-to-CUDA Code Generation for Affine Programs</em>
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<br />
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Muthu Manikandan Baskaran, J. Ramanujam and P. Sadayappan<br />
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CC 2010
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</li>
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<li><em>Putting Automatic Polyhedral Compilation for GPGPU to Work<em>
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Soufiane Baghdadi, Armin Größlinger, and Albert Cohen. <br />
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In Proc. of Compilers for Parallel Computers (CPC), 2010.
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</li>
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</ul>
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<h3>Vectorization</h3>
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<ul>
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<li><em>Joint Scheduling and Layout Optimization to Enable Multi-Level
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Vectorization</em>
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<br />
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Nicolas Vasilache, Benoit Meister, Muthu Baskaran, Richard Lethin<br />
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IMPACT 2012 (upcoming)
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</li>
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</ul>
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<h3>Iterative Compilation</h3>
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<ul>
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<li><em>Iterative optimization in the polyhedral model: Part I,
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one-dimensional time. </em>
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<br />
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Louis-Noël Pouchet, Cédric Bastoul, Albert Cohen and Nicolas Vasilache<br />
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CGO 2007
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</li>
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<li><em>Iterative optimization in the polyhedral model: Part II,
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multidimensional time. </em>
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<br />
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Louis-Noël Pouchet, Cédric Bastoul, Albert Cohen and John Cavazos<br />
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PLDI 2008
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</li>
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</ul>
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<h3>Non-static Control</h3>
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<ul>
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<li><em>The Polyhedral Model Is More Widely Applicable Than You Think</em>
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<br />
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Mohamed-Walid Benabderrahmane, Louis-Noël Pouchet, Albert Cohen,
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Cédric
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Bastoul.<br />
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CC 2010
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</li>
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</ul>
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<h3>Source to Source Tools</h3>
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<ul>
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<li><em> Polyhedral Extraction Tool</em>
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<br />
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Sven Verdoolaege, Tobias Grosser<br />
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IMPACT 2012
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</li>
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</ul>
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</div>
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</div>
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