In this chapter, we present procedures for performance evaluation that we have used for practical applications. The method is outlined in Sect. 2.1, and Sects. 2.2-2.6 describe the details of the method. The classification of problems related to high parallelism and the classification of applications from the viewpoint of single-CPU performance are described. Sections 2.7 and 2.8 then describe performance optimization techniques for each problem pattern related to high parallelism and the techniques for single-CPU performance optimization according to application classification.
CITATION STYLE
Minami, K. (2019). Performance optimization of applications. In The Art of High Performance Computing for Computational Science (Vol. 2, pp. 11–39). Springer Singapore. https://doi.org/10.1007/978-981-13-9802-5_2
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