Errors Classification and Static Detection Techniques for Dual-Programming Model (OpenMP and OpenACC)

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Fältnamn	Indikatorer	Metadata
000		04714naa a2200529 4500
001		oai:DiVA.org:kth-322203
003		SwePub
008		221206s2022 \| \|\|\|\|\|\|\|\|\|\|\|000 \|\|eng\|
024	7	a https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-3222032 URI
024	7	a https://doi.org/10.1109/ACCESS.2022.32194062 DOI
040		a (SwePub)kth
041		a engb eng
042		9 SwePub
072	7	a ref2 swepub-contenttype
072	7	a art2 swepub-publicationtype
100	1	a Basloom, Huda Salehu King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21514, Saudi Arabia.4 aut
245	1 0	a Errors Classification and Static Detection Techniques for Dual-Programming Model (OpenMP and OpenACC)
264	1	b Institute of Electrical and Electronics Engineers (IEEE),c 2022
338		a print2 rdacarrier
500		a QC 20221206
520		a Recently, incorporating more than one programming model into a system designed for high performance computing (HPC) has become a popular solution to implementing parallel systems. Since traditional programming languages, such as C, C++, and Fortran, do not support parallelism at the level of multi-core processors and accelerators, many programmers add one or more programming models to achieve parallelism and accelerate computation efficiently. These models include Open Accelerators (OpenACC) and Open Multi-Processing (OpenMP), which have recently been used with various models, including Message Passing Interface (MPI) and Compute Unified Device Architecture (CUDA). Due to the difficulty of predicting the behavior of threads, runtime errors cannot be predicted. The compiler cannot identify runtime errors such as data races, race conditions, deadlocks, or livelocks. Many studies have been conducted on the development of testing tools to detect runtime errors when using programming models, such as the combinations of OpenACC with MPI models and OpenMP with MPI. Although more applications use OpenACC and OpenMP together, no testing tools have been developed to test these applications to date. This paper presents a testing tool for detecting runtime using a static testing technique. This tool can detect actual and potential runtime errors during the integration of the OpenACC and OpenMP models into systems developed in C++. This tool implement error dependency graphs, which are proposed in this paper. Additionally, a dependency graph of the errors is provided, along with a classification of runtime errors that result from combining the two programming models mentioned earlier.
650	7	a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe
650	7	a NATURAL SCIENCESx Computer and Information Sciencesx Computer Sciences0 (SwePub)102012 hsv//eng
650	7	a TEKNIK OCH TEKNOLOGIERx Elektroteknik och elektronikx Datorsystem0 (SwePub)202062 hsv//swe
650	7	a ENGINEERING AND TECHNOLOGYx Electrical Engineering, Electronic Engineering, Information Engineeringx Computer Systems0 (SwePub)202062 hsv//eng
653		a Parallel programming
653		a high-performance computing
653		a OpenMP
653		a OpenACC
653		a deadlock
653		a runtime errors
653		a race condition
653		a static testing
653		a software testing
653		a testing tools classifications
653		a exascale systems
653		a programming models
700	1	a Dahab, Mohamed Yehiau King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21514, Saudi Arabia.;Agr Res Ctr ARC, Giza 12619, Egypt.4 aut
700	1	a Alghamdi, Ahmed Mohammedu Univ Jeddah, Coll Comp Sci & Engn, Dept Software Engn, Jeddah 21493, Saudi Arabia.4 aut
700	1	a Eassa, Fathy Elbouraeyu King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21514, Saudi Arabia.4 aut
700	1	a Al-Ghamdi, Abdullah Saad Al-Malaiseu King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Syst, Jeddah 21589, Saudi Arabia.4 aut
700	1	a Haridi, Seif,d 1953-u KTH,Programvaruteknik och datorsystem, SCS4 aut0 (Swepub:kth)u1j6y2uf
710	2	a King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21514, Saudi Arabia.b King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21514, Saudi Arabia.;Agr Res Ctr ARC, Giza 12619, Egypt.4 org
773	0	t IEEE Accessd : Institute of Electrical and Electronics Engineers (IEEE)g 10, s. 117808-117826q 10<117808-117826x 2169-3536
856	4	u https://doi.org/10.1109/ACCESS.2022.3219406y Fulltext
856	4 8	u https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-322203
856	4 8	u https://doi.org/10.1109/ACCESS.2022.3219406

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