Automatic code generation for library method inclusion in domain specific languages

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Standard

Automatic code generation for library method inclusion in domain specific languages. / Larsen, Mads Ohm.

Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40). ed. / Jan Baekgaard Pedersen; Kevin Chalmers; Jan F. Broenink; Brian Vinter; Kevin Vella; Peter H. Welch; Marc L. Smith; Kenneth Skovhede. IMIA and IOS Press, 2019. p. 37-48 (Concurrent Systems Engineering Series, Vol. 70).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Harvard

Larsen, MO 2019, Automatic code generation for library method inclusion in domain specific languages. in JB Pedersen, K Chalmers, JF Broenink, B Vinter, K Vella, PH Welch, ML Smith & K Skovhede (eds), Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40). IMIA and IOS Press, Concurrent Systems Engineering Series, vol. 70, pp. 37-48, 39th WoTUG Conference on Communicating Process Architectures, CPA 2017 and 40th WoTUG Conference on Communicating Process Architectures, CPA 2018, Dresden, Germany, 19/08/2018. https://doi.org/10.3233/978-1-61499-949-2-37

APA

Larsen, M. O. (2019). Automatic code generation for library method inclusion in domain specific languages. In J. B. Pedersen, K. Chalmers, J. F. Broenink, B. Vinter, K. Vella, P. H. Welch, M. L. Smith, & K. Skovhede (Eds.), Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40) (pp. 37-48). IMIA and IOS Press. Concurrent Systems Engineering Series Vol. 70 https://doi.org/10.3233/978-1-61499-949-2-37

Vancouver

Larsen MO. Automatic code generation for library method inclusion in domain specific languages. In Pedersen JB, Chalmers K, Broenink JF, Vinter B, Vella K, Welch PH, Smith ML, Skovhede K, editors, Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40). IMIA and IOS Press. 2019. p. 37-48. (Concurrent Systems Engineering Series, Vol. 70). https://doi.org/10.3233/978-1-61499-949-2-37

Author

Larsen, Mads Ohm. / Automatic code generation for library method inclusion in domain specific languages. Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40). editor / Jan Baekgaard Pedersen ; Kevin Chalmers ; Jan F. Broenink ; Brian Vinter ; Kevin Vella ; Peter H. Welch ; Marc L. Smith ; Kenneth Skovhede. IMIA and IOS Press, 2019. pp. 37-48 (Concurrent Systems Engineering Series, Vol. 70).

Bibtex

@inproceedings{c7ef43b6154349219baa800a31529f5d,
title = "Automatic code generation for library method inclusion in domain specific languages",
abstract = "Performance is important when creating large experiments or simulations. However it would be preferable not to lose programmer productivity. A lot of effort has already been put into creating fast libraries for for example linear algebra based computations (BLAS and LAPACK). In this paper, we show that utilizing these libraries in a DSL made for productivity will solve both problems. This is done via automatic code generation and can be extended to other languages, libraries, and features.",
keywords = "Bohrium, Code generation, GPGPU, Performance",
author = "Larsen, {Mads Ohm}",
year = "2019",
doi = "10.3233/978-1-61499-949-2-37",
language = "English",
series = "Concurrent Systems Engineering Series",
publisher = "IMIA and IOS Press",
pages = "37--48",
editor = "Pedersen, {Jan Baekgaard} and Kevin Chalmers and Broenink, {Jan F.} and Brian Vinter and Kevin Vella and Welch, {Peter H.} and Smith, {Marc L.} and Kenneth Skovhede",
booktitle = "Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40)",
note = "39th WoTUG Conference on Communicating Process Architectures, CPA 2017 and 40th WoTUG Conference on Communicating Process Architectures, CPA 2018 ; Conference date: 19-08-2018 Through 22-08-2018",

}

RIS

TY - GEN

T1 - Automatic code generation for library method inclusion in domain specific languages

AU - Larsen, Mads Ohm

PY - 2019

Y1 - 2019

N2 - Performance is important when creating large experiments or simulations. However it would be preferable not to lose programmer productivity. A lot of effort has already been put into creating fast libraries for for example linear algebra based computations (BLAS and LAPACK). In this paper, we show that utilizing these libraries in a DSL made for productivity will solve both problems. This is done via automatic code generation and can be extended to other languages, libraries, and features.

AB - Performance is important when creating large experiments or simulations. However it would be preferable not to lose programmer productivity. A lot of effort has already been put into creating fast libraries for for example linear algebra based computations (BLAS and LAPACK). In this paper, we show that utilizing these libraries in a DSL made for productivity will solve both problems. This is done via automatic code generation and can be extended to other languages, libraries, and features.

KW - Bohrium

KW - Code generation

KW - GPGPU

KW - Performance

U2 - 10.3233/978-1-61499-949-2-37

DO - 10.3233/978-1-61499-949-2-37

M3 - Article in proceedings

AN - SCOPUS:85082398258

T3 - Concurrent Systems Engineering Series

SP - 37

EP - 48

BT - Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40)

A2 - Pedersen, Jan Baekgaard

A2 - Chalmers, Kevin

A2 - Broenink, Jan F.

A2 - Vinter, Brian

A2 - Vella, Kevin

A2 - Welch, Peter H.

A2 - Smith, Marc L.

A2 - Skovhede, Kenneth

PB - IMIA and IOS Press

T2 - 39th WoTUG Conference on Communicating Process Architectures, CPA 2017 and 40th WoTUG Conference on Communicating Process Architectures, CPA 2018

Y2 - 19 August 2018 through 22 August 2018

ER -

ID: 241090588