Abstract
Over the years, researchers have developed many formal method tools to support software development. However, hardly any studies are conducted to determine whether the actual problems developers encounter are sufficiently addressed. For the relatively young field of GPU programming, we would like to know whether the tools developed so far are sufficient, or whether some problems still need attention. To this end, we first look at what kind of problems programmers encounter in OpenCL and CUDA. We gather problems from Stack Overflow and categorise them with card sorting. We find that problems related to memory, synchronisation of threads, threads in general and performance are essential topics. Next, we look at (verification) tools in industry and research, to see how these tools addressed the problems we discovered. We think many problems are already properly addressed, but there is still a need for easy to use sound tools. Alternatively, languages or programming styles can be created, that allows for easier checking for soundness .
Original language | English |
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Title of host publication | Integrated Formal Methods |
Subtitle of host publication | 16th International Conference, IFM 2020, Lugano, Switzerland, November 16–20, 2020, Proceedings |
Editors | Brijesh Dongol, Elena Troubitsyna |
Place of Publication | Cham |
Publisher | Springer |
Pages | 160-177 |
ISBN (Electronic) | 978-3-030-63461-2 |
ISBN (Print) | 978-3-030-63460-5 |
DOIs | |
Publication status | Published - 13 Nov 2020 |
Event | 16th International Conference on Integrated Formal Methods, IFM 2020 - Virtual Event Duration: 16 Nov 2020 → 20 Nov 2020 Conference number: 16 |
Publication series
Name | Lecture Notes in Computer Science |
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Publisher | Springer |
Volume | 12546 |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 16th International Conference on Integrated Formal Methods, IFM 2020 |
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Abbreviated title | IFM 2020 |
City | Virtual Event |
Period | 16/11/20 → 20/11/20 |
Keywords
- 22/2 OA procedure
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Card sorting data for Formal methods for GPGPU programming: is the demand met?
Haak, L. B. V. D. (Creator), Wijs, A. (Creator), Brand, M. V. D. (Creator) & Huisman, M. (Creator), 4TU.Centre for Research Data, 2 Nov 2020
DOI: 10.4121/12988781, https://data.4tu.nl/articles/_/12988781 and one more link, https://data.4tu.nl/articles/_/12988781/1 (show fewer)
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