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Design and Implementation of a Performance Visualization Tool for the High-Level Parallel Programming Framework SkePU / Design och implementation av ett prestandavisualiseringsverktyg för parallellprogrammeringsramverket SkePU

The rise of parallel programming languages, as a result of processors' flattening clock frequencies, has lead to further use of high-level parallel pattern-based programming framework such as SkePU. SkePU provides a sequential high-level interface connected to different back-ends, or a hybrid of several, which reduces the time required to learn several new programming languages. Although this high-level interface introduces a new problem, an abstraction layer from the user to what code is being executed. To make SkePU programs easier to analyze this thesis implements a performance visualization tool for SkePU. The conducted literature study found that there currently exists very few performance visualization tools that cater specifically towards skeleton programming languages. This thesis evaluates usability of the implemented tool by conducting a survey and a user study with participants whom are very familiar with SkePU. The choice of evaluation method is in itself critically evaluated, as is the design choices made, and results are presented with an accompanying discussion as to how those results were derived.

Identiferoai:union.ndltd.org:UPSALLA1/oai:DiVA.org:liu-201958
Date January 2024
CreatorsFrankell, Elin
PublisherLinköpings universitet, Programvara och system
Source SetsDiVA Archive at Upsalla University
LanguageEnglish
Detected LanguageEnglish
TypeStudent thesis, info:eu-repo/semantics/bachelorThesis, text
Formatapplication/pdf
Rightsinfo:eu-repo/semantics/openAccess
RelationLiTH-IDA-R, 0281-4250 ; 24/007

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