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Ilic, Aleksandar; Pratas, Frederico; Sousa, Leonel
IEEE computer architecture letters, 01/2014, Letnik: 13, Številka: 1Journal Article
The Roofline model graphically represents the attainable upper bound performance of a computer architecture. This paper analyzes the original Roofline model and proposes a novel approach to provide a more insightful performance modeling of modern architectures by introducing cache-awareness, thus significantly improving the guidelines for application optimization. The proposed model was experimentally verified for different architectures by taking advantage of built-in hardware counters with a curve fitness above 90%.
