Title :
Experiences with remote access to high performance computing systems for Computer Engineering Technology
Author :
Evans, Jeffrey J. ; Harding, Gene L.
Author_Institution :
Technol. Purdue Univ., West Lafayette
Abstract :
The growth in computational power has resulted in a divergence in CPU design from clock acceleration to parallelization techniques (multi-core processors) to improve computation and energy performance. Lab-based learning of computer performance in multiple-processor systems is complicated when most labs are equipped with now nearly dated single-core machines. An alternative is to study multi-processor performance using high performance computing (HPC) clusters. Not all labs can afford their own HPC machine however. A lab-based course in Computer Architecture for Electrical and Computer Engineering Technology students has been offered for four semesters, including a high performance computing laboratory experience. Recently the course was offered at a satellite campus located roughly 120 miles from the main campus, and the HPC system. This paper documents early experiences with using HPC hardware and concepts in a laboratory environment to demonstrate multiprocessor performance dynamics. Combined with the topics of instruction pipelining, the memory hierarchy, and I/O performance modeling, students have initially reacted positively, gaining an appreciation of performance speedup and its limiting factors. Suggestions for similar HPC implementations on small and medium scales are also provided.
Keywords :
computer aided instruction; computer architecture; computer science education; multiprocessing systems; I/O performance modeling; computer architecture; electrical and computer engineering technology; high performance computing system; instruction pipelining; lab-based learning; memory hierarchy; multiple-processor systems; remote access; Acceleration; Clocks; Computer performance; Concurrent computing; High performance computing; Machine learning; Multicore processing; Power engineering and energy; Power engineering computing; Systems engineering and theory; Computer Engineering Technology; Computer Performance; High Performance Computing; Remote Access;
Conference_Titel :
Frontiers In Education Conference - Global Engineering: Knowledge Without Borders, Opportunities Without Passports, 2007. FIE '07. 37th Annual
Conference_Location :
Milwaukee, WI
Print_ISBN :
978-1-4244-1083-5
Electronic_ISBN :
0190-5848
DOI :
10.1109/FIE.2007.4417924