Compile-Time Library Call Detection Using CAASCADE and XALT

Jisheng Zhao; Oscar R. Hernandez; Reuben D. Budiardja; M. Graham Lopez; Vivek Sarkar; Jack C. Wells

doi:10.1007/978-3-030-02465-9_31

Compile-Time Library Call Detection Using CAASCADE and XALT

Jisheng Zhao, Oscar R. Hernandez, Reuben D. Budiardja, M. Graham Lopez, Vivek Sarkar, Jack C. Wells

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

Abstract

CAASCADE — Compiler-Assisted Application Source Code Analysis and DatabasE—is a tool that summarizes the use of parallel programming language features in application source code using compiler technology. This paper discusses the library detection capability within CAASCADE to find information about the usage of scientific libraries within the source code. The information that CAASCADE collects provides insights into the usage of library calls in an applications. CAASCADE can classify the APIs by scientific libraries (e.g. LAPACK, BLAS, FFTW, etc). It can also detect the context in which a library API is being invoked, for example within a serial or multi-threaded region. To collect this information, CAASCADE uses compiler plugins that summarize procedural information and uses Apache Spark to do inter-procedural analysis to reconstruct call chains. In addition to this, we also integrated CAASCADE to work with XALT to collect library information based on linkage and modules installed on a system.

Original language	English
Title of host publication	High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers
Editors	Michèle Weiland, Rio Yokota, John Shalf, Sadaf Alam
Publisher	Springer Verlag
Pages	440-447
Number of pages	8
ISBN (Print)	9783030024642
DOIs	https://doi.org/10.1007/978-3-030-02465-9_31
State	Published - 2018
Event	International Conference on High Performance Computing, ISC High Performance 2018 - Frankfurt, Germany Duration: Jun 28 2018 → Jun 28 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11203 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Conference on High Performance Computing, ISC High Performance 2018
Country/Territory	Germany
City	Frankfurt
Period	06/28/18 → 06/28/18

Funding

Notice of Copyright: This manuscript has been authored by UT-Battelle, LLC under Contract No. DE-AC05-00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/ downloads/doe-public-access-plan).

Funders	Funder number
U.S. Department of Energy
Office of Science
Advanced Scientific Computing Research	DE-AC05-00OR22725
Oak Ridge National Laboratory	8277
Laboratory Directed Research and Development

Keywords

HPC scientific libraries
Libraries usage in applications
Source code analysis

Access to Document

10.1007/978-3-030-02465-9_31

Cite this

Zhao, J., Hernandez, O. R., Budiardja, R. D., Lopez, M. G., Sarkar, V., & Wells, J. C. (2018). Compile-Time Library Call Detection Using CAASCADE and XALT. In M. Weiland, R. Yokota, J. Shalf, & S. Alam (Eds.), High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers (pp. 440-447). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11203 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-030-02465-9_31

Zhao, Jisheng ; Hernandez, Oscar R. ; Budiardja, Reuben D. et al. / Compile-Time Library Call Detection Using CAASCADE and XALT. High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers. editor / Michèle Weiland ; Rio Yokota ; John Shalf ; Sadaf Alam. Springer Verlag, 2018. pp. 440-447 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "CAASCADE — Compiler-Assisted Application Source Code Analysis and DatabasE—is a tool that summarizes the use of parallel programming language features in application source code using compiler technology. This paper discusses the library detection capability within CAASCADE to find information about the usage of scientific libraries within the source code. The information that CAASCADE collects provides insights into the usage of library calls in an applications. CAASCADE can classify the APIs by scientific libraries (e.g. LAPACK, BLAS, FFTW, etc). It can also detect the context in which a library API is being invoked, for example within a serial or multi-threaded region. To collect this information, CAASCADE uses compiler plugins that summarize procedural information and uses Apache Spark to do inter-procedural analysis to reconstruct call chains. In addition to this, we also integrated CAASCADE to work with XALT to collect library information based on linkage and modules installed on a system.",

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Zhao, J, Hernandez, OR , Budiardja, RD, Lopez, MG, Sarkar, V & Wells, JC 2018, Compile-Time Library Call Detection Using CAASCADE and XALT. in M Weiland, R Yokota, J Shalf & S Alam (eds), High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11203 LNCS, Springer Verlag, pp. 440-447, International Conference on High Performance Computing, ISC High Performance 2018, Frankfurt, Germany, 06/28/18. https://doi.org/10.1007/978-3-030-02465-9_31

Compile-Time Library Call Detection Using CAASCADE and XALT. / Zhao, Jisheng; Hernandez, Oscar R.; Budiardja, Reuben D. et al.
High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers. ed. / Michèle Weiland; Rio Yokota; John Shalf; Sadaf Alam. Springer Verlag, 2018. p. 440-447 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11203 LNCS).

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

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Zhao J, Hernandez OR , Budiardja RD, Lopez MG, Sarkar V, Wells JC. Compile-Time Library Call Detection Using CAASCADE and XALT. In Weiland M, Yokota R, Shalf J, Alam S, editors, High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers. Springer Verlag. 2018. p. 440-447. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-02465-9_31

Compile-Time Library Call Detection Using CAASCADE and XALT

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