“It looks like you’re writing a parallel loop”: a machine learning based parallelization assistant

Author:

Maramzin Aleksandr1,Vasiladiotis Christos1,Lozano Roberto Castañeda1,Cole Murray1,Franke Björn1

Affiliation:

1. University of Edinburgh, UK

Funder

Engineering and Physical Sciences Research Council

Publisher

ACM Press

Reference23 articles.

1. L. Almagor, Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, and Todd Waterman. 2004. Finding Effective Compilation Sequences. In Proceedings of the 2004 ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES ’04). ACM, New York, NY, USA, 231–239.

2. Amir H. Ashouri, Andrea Bignoli, Gianluca Palermo, Cristina Silvano, Sameer Kulkarni, and John Cavazos. 2017. MiCOMP: Mitigating the Compiler Phase-Ordering Problem Using Optimization Sub-Sequences and Machine Learning. ACM Trans. Archit. Code Optim. 14, 3, Article 29 (Sept. 2017), 28 pages.

3. J. Cavazos and M. F. P. O’Boyle. 2005. Automatic Tuning of Inlining Heuristics. In SC ’05: Proceedings of the 2005 ACM/IEEE Conference on Supercomputing. IEEE Computer Society, Washington, DC, USA, 14–14.

4. Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven Reeves, Devika Subramanian, Linda Torczon, and Todd Waterman. 2005. ACME: Adaptive Compilation Made Efficient. In Proceedings of the 2005 ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES ’05). ACM, New York, NY, USA, 69–77.

5. Leonardo Dagum and Ramesh Menon. 1998. OpenMP: An IndustryStandard API for Shared-Memory Programming. IEEE Comput. Sci. Eng. 5, 1 (Jan. 1998), 46–55.

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