Evaluation of Java for General Purpose GPU Computing
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http://hdl.handle.net/2183/23406Coleccións
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Evaluation of Java for General Purpose GPU ComputingAutor(es)
Data
2013-07-01Cita bibliográfica
J. Docampo, S. Ramos, G. L. Taboada, R. R. Expósito, J. Touriño and R. Doallo, "Evaluation of Java for General Purpose GPU Computing," 2013 27th International Conference on Advanced Information Networking and Applications Workshops, Barcelona, 2013, pp. 1398-1404.
Resumo
[Abstract] The presence of many-core units as accelerators has been increasing due to their ability to improve the performance of highly parallel workloads. General Purpose GPU(GPGPU) computing has allowed the graphical units to emerge as successful co-processors that can be employed to improve the performance of many different non-graphical applications with high parallel requirements, which make them suitable for many High Performance Computing workloads. While the main libraries developed to exploit the massive parallel capacity of GPUs are oriented to C/C++ programmers, there have been several efforts to extend this support to other languages. Among them, Java stands out for being one of the most extended languages and there are multiple projects that try to enable Java to take advantage of GPGPU computing. In this scenario, this paper presents an evaluation of the most relevant among the current solutions that exploit GPGPU computing in Java.
Palabras chave
Java
Graphics processing units
Kernel
Libraries
Runtime
Programming
Standards
Graphics processing units
Kernel
Libraries
Runtime
Programming
Standards
Descrición
This is a post-peer-review, pre-copyedit version. The final authenticated version is available online at: http://dx.doi.org/10.1109/WAINA.2013.234