On the design of a demo for exhibiting rCUDA
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Zusammenfassung: | © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
CUDA is a technology developed by NVIDIA
which provides a parallel computing platform and programming
model for NVIDIA GPUs and compatible ones. It takes
benefit from the enormous parallel processing power of GPUs
in order to accelerate a wide range of applications, thus
reducing their execution time.
rCUDA (remote CUDA) is a middleware which grants
applications concurrent access to CUDA-compatible devices
installed in other nodes of the cluster in a transparent way so
that applications are not aware of accessing a remote device.
In this paper we present a demo which shows, in real time,
the overhead introduced by rCUDA in comparison to CUDA
when running image filtering applications. The approach
followed in this work is to develop a graphical demo which
contains both an appealing design and technical contents.
This work was funded by the Spanish MINECO and
FEDER funds under Grant TIN2012-38341-C04-01. Authors are also grateful for the generous support provided
by Mellanox Technologies and the equipment donated by
NVIDIA Corporation
Reaño González, C.; Pérez López, F.; Silla Jiménez, F. (2015). On the design of a demo for exhibiting rCUDA. IEEE. https://doi.org/10.1109/CCGrid.2015.53 |
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