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alvarez-techreport2011-1

Lluc Alvarez, Ramon Bertran, Marc Gonzalez, Xavier Martorell, Nacho Navarro, Eduard Ayguade. UPC-DAC-RR-CAP-2011-19 (Grup de Computació d'Altes Prestacions) Design Space Exploration of CMPs with Caches and Local Memories. Research Report Departament d'Arquitectura de Computadors (DAC) - UPC, July 2011.

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Abstract

Chip multiprocessors (CMPs) are the dominating architectures nowadays. There is a big variety of designs in current CMPs, with different number of cores and memory subsystems, because they are used in a wide spectrum of domains and so its best configuration highly depends on several design goals such as performance, energy consumption, scalability, area and programmability. This paper studies different chip configurations in terms of number of cores, size of the shared L3 cache and off-chip bandwidth requirements in order to find what is the most efficient design for High Performance Computing applications. In addition, it analyses two types of CMPs: CMPs with a traditional cache hierarchy, or cache-based CMPs, and CMPs with both cache hierarchy and local memories, or hybrid memory CMPs. Results show that, for HPC workloads, cache-based cores perform better when the shared L3 cache is reduced in order to make room for additional cores and the bus is able to provide a high bandwidth, reaching a speedup of 3.31x against a baseline architecture. The best chip configurations of hybrid memory CMPs are the ones with a moderate number of cores and not so mall L3 caches and, furthermore, they don’t need a bus with high bandwidth. They achieve a maximum speedup of 3.06x against the baseline architecture. In the direct comparison between the chip configurations of the two types of CMPs, hybrid memory CMPs outperform cache-based CMPs in almost all configurations, achieving a maximum speedup of 1.74x

BibTex Reference

@TechReport{alvarez-techreport2011-1,
   Author = {Alvarez, Lluc and Bertran, Ramon and Gonzalez, Marc and Martorell, Xavier and Navarro, Nacho and Ayguade, Eduard},
   Title = {{UPC-DAC-RR-CAP-2011-19 (Grup de Computació d'Altes Prestacions) Design Space Exploration of CMPs with Caches and Local Memories}},
   Institution = {Departament d'Arquitectura de Computadors (DAC) - UPC},
   Month = {July},
   Year = {2011}
}

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