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15 <!--*********************************************************************-->
16 <h1>Publications</h1>
17 <!--*********************************************************************-->
19 <h2> Publications about polyhedral compilation </h2>
20 <a href="https://polyhedral.info/publications.html">polyhedral.info</a> has a
21 large list of publications related to polyhedral compilation. They are very
22 useful to get an idea of the latest developments in this area of compilation
23 as well as to understand what kind of optimizations can be built on top of
24 Polly.
26 <h2> Citing Polly</h2>
28 The canonical publication to cite Polly is:
30 <p>
31 <em>Polly - Performing polyhedral optimizations on a low-level intermediate
32 representation </em><br />
33 Tobias Grosser, Armin Groesslinger, Christian Lengauer<br />
34 Parallel Processing Letters 2012 22:04<br />
35 <a href="https://www.grosser.es#pub-Polly">Paper</a>
36 </p>
38 <h2> Publications involving Polly </h2>
39 <h3> 2016 </h3>
40 <ul>
41 <li><em>Loopy: Programmable and Formally Verified Loop Transformations</em><br />
42 Kedar Namjoshi and Nimit Singhania<br />
43 23rd Static Analysis Symposium (SAS 2016)<br />
44 <a href="https://link.springer.com/chapter/10.1007/978-3-662-53413-7_19">Paper</a>
45 </li>
46 <li><em>Input Space Splitting for OpenCL</em><br />
47 Simon Moll, Johannes Doerfert and Sebastian Hack<br />
48 25th International Conference on Compiler Construction (CC 2016)<br />
49 </li>
50 <li><em>Parallelisation automatique de programmes scientifiques pour systems
51 distribues
52 </em><br />
53 Felix-Antoine Quellet<br />
54 Master Thesis, Universite de Sherbrooke<br />
56 href="https://savoirs.usherbrooke.ca/bitstream/handle/11143/8171/Ouellet_Felix_Antoine_MSc_2016.pdf?sequence=4">Thesis</a>
57 </li>
58 </ul>
59 <h3> 2015 </h3>
60 <ul>
61 <li><em>Polyhedral AST generation is more than scanning polyhedra</em><br />
62 Tobias Grosser, Sven Verdoolaege, Albert Cohen<br />
63 ACM Transations on Programming Languages and Systems (TOPLAS), 37(4), July
64 2015<br />
65 <a href="https://www.grosser.es#pub-polyhedral-AST-generation">Paper</a>
66 </li>
67 <li><em>On recovering multi-dimensional arrays in Polly</em><br />
68 Tobias Grosser, Sebastian Pop, J. Ramanujam, P. Sadayappan <br />
69 Impact2015 at HiPEAC, Amsterdam, The Netherlands<br />
70 Slides & Paper: <a href="http://impact.gforge.inria.fr/impact2015/">Impact 2015</a>
71 </li>
72 <li><em>Polly's polyhedral scheduling in the presence of reductions </em><br />
73 Johannes Doerfert, Kevin Streit, Sebastian Hack, Zino Benaissa<br />
74 Impact2015 at HiPEAC, Amsterdam, The Netherlands<br />
75 Slides & Paper: <a href="http://impact.gforge.inria.fr/impact2015/">Impact 2015</a>
76 </li>
77 </ul>
78 <h3> 2014 </h3>
79 <ul>
80 <li><em>
81 Lattice QCD Optimization and Polytopic Representations of Distributed Memory </em><br />
82 Michael Kruse<br />
83 Doctoral Thesis, Ecole doctorale Informatique de Paris-Sud<br />
84 <a href="https://www.theses.fr/2014PA112198">Thesis</a>
85 </li>
86 </ul>
87 <h3> 2012 </h3>
88 <ul>
89 <li><em>KernelGen - a prototype of auto-parallelizing Fortran/C compiler for NVIDIA GPUs</em><br />
90 Dmitry Mikushin, Nikolay Likhogrud, Hou Yunqing, Sergey Kovylov<br />
91 Multi-core Workshop 2012, NCAR, Boulder, CO<br /><a
92 href="publications/kernelgen-ncar-2012-slides.pdf">Slides</a>
93 </li>
94 <li><em>KernelGen - a toolchain for automatic GPU-centric applications porting</em><br />
95 Nikolay Likhogrud, Dmitry Mikushin, Andrew Adinets<br />
96 Parallel Computational Technologies (PCT) 2012, Novosibirsk<br /><a
97 href="publications/kernelgen-pavt-2012-slides.pdf">Slides</a>
98 </li>
99 </ul>
100 <h3> 2011 </h3>
101 <ul>
102 <li><em>Polly - First Successful Optimizations - How to proceed?</em><br />
103 Tobias Grosser, Ragesh A<br />
104 LLVM Developer Meeting 2011<br /><a
105 href="https://llvm.org/devmtg/2011-11/Grosser_PollyOptimizations.pdf">Slides</a>, <a
106 href="https://llvm.org/devmtg/2011-11/videos/Grosser_PollyOptimizations-desktop.mov">Video
107 (Computer)</a>, <a
108 href="https://llvm.org/devmtg/2011-11/videos/Grosser_PollyOptimizations-mobile.mp4">Video
109 (Mobile)</a></li>
110 <li><em>A Framework for Automatic OpenMP Code Generation</em><br />
111 Raghesh A<br />
112 Masters Thesis (May 2011)<br />
114 href="publications/raghesh-a-masters-thesis.pdf">Thesis</a>
115 </li>
116 <li><em>Enabling Polyhedral Optimizations in LLVM</em><br />
117 Tobias Grosser<br />
118 Diploma Thesis (April 2011)<br />
120 href="publications/grosser-diploma-thesis.pdf">Thesis</a>
121 </li>
122 <li><em>Polly - Polyhedral Optimization in LLVM</em><br />
123 Tobias Grosser, Hongbin Zheng, Ragesh Aloor, Andreas Simb&uuml;rger, Armin
124 Gr&ouml;&szlig;linger, Louis-No&euml;l Pouchet<br />
125 IMPACT at CGO 2011 <br />
127 href="publications/grosser-impact-2011.pdf">Paper</a>, <a
128 href="publications/grosser-impact-2011-slides.pdf">Slides </a>
129 </li>
130 </ul>
131 <h3> 2010 </h3>
132 <ul>
133 <li><em>Polly - Polyhedral Transformations for LLVM</em><br />
134 Tobias Grosser, Hongbin Zheng<br />
135 LLVM Developer Meeting 2010<br /><a
136 href="https://llvm.org/devmtg/2010-11/Grosser-Polly.pdf">Slides</a>, <a
137 href="https://llvm.org/devmtg/2010-11/videos/Grosser_Polly-desktop.mp4">Video
138 (Computer)</a>, <a
139 href="https://llvm.org/devmtg/2010-11/videos/Grosser_Polly-mobile.mp4">Video
140 (Mobile)</a></li>
141 </ul>
143 <h2>Publications used within Polly</h2>
144 <h3>Polyhedral library</h3>
145 <ul>
146 <li><em>isl: An Integer Set Library for the Polyhedral Model </em><br />
147 Sven Verdoolaege<br />
148 ICMS 2010
149 </li>
150 </ul>
151 <h3>Optimization</h3>
152 <ul>
153 <li><em>A Practical Automatic Polyhedral Parallelizer and Locality Optimizer
154 </em><br />
155 Uday Bondhugula, Alberto Hartono, J. Ramanujam, P. Sadayappan<br />
156 PLDI 2008
157 </li>
158 <li><em>Effective Automatic Parallelization and Locality Optimization using
159 the Polyhedral Model
160 </em><br />
161 Uday Bondhugula<br />
162 PhD thesis 2008
163 </li>
164 </ul>
165 <h3>Code Generation</h3>
166 <ul>
167 <li><em>Code Generation in the Polyhedral Model Is Easier Than You Think</em>
168 <br />
169 C&eacute;dric Bastoul<br />
170 PACT 2004
171 </li>
172 </ul>
173 <h2>Interesting Publications</h2>
175 Publications that are not yet used or implemented in Polly, but that are
176 interesting to look at either to understand general concepts or to implement
177 the corresponding ideas. This list is incomplete and papers are added as
178 we hear about them.<br />
179 <h3>GPGPU</h3>
180 <ul>
181 <li><em>Automatic C-to-CUDA Code Generation for Affine Programs</em>
182 <br />
183 Muthu Manikandan Baskaran, J. Ramanujam and P. Sadayappan<br />
184 CC 2010
185 </li>
186 <li><em>Putting Automatic Polyhedral Compilation for GPGPU to Work<em>
187 Soufiane Baghdadi, Armin Gr&ouml;&szlig;linger, and Albert Cohen. <br />
188 In Proc. of Compilers for Parallel Computers (CPC), 2010.
189 </li>
190 </ul>
191 <h3>Vectorization</h3>
192 <ul>
193 <li><em>Joint Scheduling and Layout Optimization to Enable Multi-Level
194 Vectorization</em>
195 <br />
196 Nicolas Vasilache, Benoit Meister, Muthu Baskaran, Richard Lethin<br />
197 IMPACT 2012 (upcoming)
198 </li>
199 </ul>
200 <h3>Iterative Compilation</h3>
201 <ul>
202 <li><em>Iterative optimization in the polyhedral model: Part I,
203 one-dimensional time. </em>
204 <br />
205 Louis-No&euml;l Pouchet, C&eacute;dric Bastoul, Albert Cohen and Nicolas Vasilache<br />
206 CGO 2007
207 </li>
208 <li><em>Iterative optimization in the polyhedral model: Part II,
209 multidimensional time. </em>
210 <br />
211 Louis-No&euml;l Pouchet, C&eacute;dric Bastoul, Albert Cohen and John Cavazos<br />
212 PLDI 2008
213 </li>
214 </ul>
215 <h3>Non-static Control</h3>
216 <ul>
217 <li><em>The Polyhedral Model Is More Widely Applicable Than You Think</em>
218 <br />
219 Mohamed-Walid Benabderrahmane, Louis-No&euml;l Pouchet, Albert Cohen,
220 C&eacute;dric
221 Bastoul.<br />
222 CC 2010
223 </li>
224 </ul>
225 <h3>Source to Source Tools</h3>
226 <ul>
227 <li><em> Polyhedral Extraction Tool</em>
228 <br />
229 Sven Verdoolaege, Tobias Grosser<br />
230 IMPACT 2012
231 </li>
232 </ul>
233 </div>
234 </div>
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