DocumentCode :
657613
Title :
Using FOCAP tool for teaching microarchitecture simulation and optimization
Author :
Florea, Adrian ; Klein, Andrei F. ; Badea, Victor ; Stefanescu, Mihai ; Gellert, Arpad
Author_Institution :
Comput. Sci. & Electr. Eng. Dept., Lucian Blaga Univ. of Sibiu, Sibiu, Romania
fYear :
2013
fDate :
11-13 Oct. 2013
Firstpage :
225
Lastpage :
230
Abstract :
This paper presents our new developed FOCAP tool (Framework for optimizing the Computer Architecture Performance) in order to gain a better understanding and familiarity of the students with new advanced learning methods and tools in the Microarchitecture Simulation and Optimization. At this stage, FOCAP allows a mono-objective automatic design space exploration (DSE) of a superscalar processor by varying several architectural parameters. Such DSE tools are very useful, since it is impossible to simulate all the configurations of a highly parameterized microarchitecture. Therefore, heuristic methods, local search algorithms and advanced machine learning methods are good candidates to find near-optimal configurations by evaluating a reduced number of configurations from the huge design space. Our application falls in the European trend of Framework projects that aim expanding research towards the advanced education field using modern learning technologies. The FOCAP tool facilitates the comprehending of theoretical questions, thus allowing students to feel more confident when studying microarchitecture optimization and DSE-related issues.
Keywords :
computer aided instruction; computer architecture; computer science education; digital simulation; heuristic programming; learning (artificial intelligence); search problems; teaching; DSE tools; FOCAP tool; advanced education field; advanced learning methods; advanced machine learning methods; framework for optimizing the computer architecture performance; heuristic methods; local search algorithms; microarchitecture simulation-optimization teaching; mono-objective automatic design space exploration; parameterized microarchitecture; superscalar processor; Algorithm design and analysis; Computational modeling; Computer architecture; Education; Microarchitecture; Simulated annealing; FOCAP tool; computer architecture; design space exploration; education; simulation and optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Theory, Control and Computing (ICSTCC), 2013 17th International Conference
Conference_Location :
Sinaia
Print_ISBN :
978-1-4799-2227-7
Type :
conf
DOI :
10.1109/ICSTCC.2013.6688964
Filename :
6688964
Link To Document :
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