DocumentCode
704925
Title
A heterogeneous supercomputer model for high-performance parallel computing pedagogy
Author
Wolfer, James
Author_Institution
Comput. Sci., Indiana Univ. South Bend, South Bend, IN, USA
fYear
2015
fDate
18-20 March 2015
Firstpage
799
Lastpage
805
Abstract
To visually illustrate the impact of architecture and communication on parallel computing we created a model supercomputer in the spirit of other engineering models. Combining Raspberry Pi computers with an Nvidia TK1 the resulting machine is distinguished by it´s instructional utility, asymmetric CPU and communication channel speed, and for incorporating current trends in heterogeneous supercomputing. Running Linux, the model supports major high-performance computing software environments, including OpenMP, MPI, and Nvidia´s CUDA. The model architecture includes aspects of heterogeneous, supercomputers such as shared- and distributed-memory MIMD, and 192 CUDA core SIMD-like processors.
Keywords
message passing; parallel architectures; parallel machines; CUDA; Linux; MPI; Nvidia TK1; OpenMP; Raspberry Pi computers; SIMD-like processors; asymmetric CPU; communication channel speed; distributed-memory MIMD; heterogeneous supercomputer model; heterogeneous supercomputing; high-performance computing software environments; high-performance parallel computing pedagogy; instructional utility; parallel computing; Benchmark testing; Computational modeling; Graphics processing units; Parallel processing; Supercomputers; high-performance computing; instructional approaches; parallel computing; pedagogy;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Engineering Education Conference (EDUCON), 2015 IEEE
Conference_Location
Tallinn
Type
conf
DOI
10.1109/EDUCON.2015.7096063
Filename
7096063
Link To Document