Moya—A JIT Compiler for HPC

Tarun Prabhu; William Gropp

doi:10.1007/978-3-030-17872-7_4

Moya—A JIT Compiler for HPC

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We describe Moya, an annotation-driven JIT compiler for compiled languages such as Fortran, C and C++. We show that a combination of a small number of easy-to-use annotations coupled with aggressive static analysis that enables dynamic optimization can be used to improve the performance of computationally intensive, long-running numerical applications. We obtain speedups of upto 1.5 on JIT’ed functions and overcome the overheads of the JIT compilation within 25 timesteps in a combustion-simulation application.

Original language	English (US)
Title of host publication	Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers
Editors	Abhinav Bhatele, David Boehme, Joshua A. Levine, Allen D. Malony, Martin Schulz
Publisher	Springer
Pages	56-73
Number of pages	18
ISBN (Print)	9783030178710
DOIs	https://doi.org/10.1007/978-3-030-17872-7_4
State	Published - 2019
Event	6th Workshop on Extreme-Scale Programming Tools, ESPT 2017 and 4th International Workshop on Visual Performance Analysis, VPA 2017 and Workshop on Extreme-Scale Programming Tools, ESPT 2018 and 5th International Workshop on Visual Performance Analysis, VPA 2018 - Dallas, United States Duration: Nov 11 2018 → Nov 16 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11027 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	6th Workshop on Extreme-Scale Programming Tools, ESPT 2017 and 4th International Workshop on Visual Performance Analysis, VPA 2017 and Workshop on Extreme-Scale Programming Tools, ESPT 2018 and 5th International Workshop on Visual Performance Analysis, VPA 2018
Country/Territory	United States
City	Dallas
Period	11/11/18 → 11/16/18

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Online availability

10.1007/978-3-030-17872-7_4

Library availability

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Prabhu, T., & Gropp, W. (2019). Moya—A JIT Compiler for HPC. In A. Bhatele, D. Boehme, J. A. Levine, A. D. Malony, & M. Schulz (Eds.), Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers (pp. 56-73). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11027 LNCS). Springer. https://doi.org/10.1007/978-3-030-17872-7_4

Moya—A JIT Compiler for HPC. / Prabhu, Tarun; Gropp, William.
Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. ed. / Abhinav Bhatele; David Boehme; Joshua A. Levine; Allen D. Malony; Martin Schulz. Springer, 2019. p. 56-73 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11027 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Prabhu, T & Gropp, W 2019, Moya—A JIT Compiler for HPC. in A Bhatele, D Boehme, JA Levine, AD Malony & M Schulz (eds), Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11027 LNCS, Springer, pp. 56-73, 6th Workshop on Extreme-Scale Programming Tools, ESPT 2017 and 4th International Workshop on Visual Performance Analysis, VPA 2017 and Workshop on Extreme-Scale Programming Tools, ESPT 2018 and 5th International Workshop on Visual Performance Analysis, VPA 2018, Dallas, United States, 11/11/18. https://doi.org/10.1007/978-3-030-17872-7_4

Prabhu T, Gropp W. Moya—A JIT Compiler for HPC. In Bhatele A, Boehme D, Levine JA, Malony AD, Schulz M, editors, Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. Springer. 2019. p. 56-73. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-17872-7_4

Prabhu, Tarun ; Gropp, William. / Moya—A JIT Compiler for HPC. Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. editor / Abhinav Bhatele ; David Boehme ; Joshua A. Levine ; Allen D. Malony ; Martin Schulz. Springer, 2019. pp. 56-73 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Moya—A JIT Compiler for HPC

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