Títol:
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Coherence protocol for transparent management of scratchpad memories in shared memory manycore architectures
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Autor/a:
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Álvarez Martí, Lluc; Vilanova, Lluís; Moreto Planas, Miquel; Casas, Marc; González Tallada, Marc; Martorell Bofill, Xavier; Navarro, Nacho; Ayguadé Parra, Eduard; Valero Cortés, Mateo
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Altres autors:
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Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors; Universitat Politècnica de Catalunya. CAP - Grup de Computació d'Altes Prestacions |
Abstract:
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The increasing number of cores in manycore architectures causes important power and scalability problems in the memory subsystem. One solution is to introduce scratchpad memories alongside the cache hierarchy, forming a hybrid memory system. Scratchpad memories are more power-efficient than caches and they do not generate coherence traffic, but they suffer from poor programmability. A good way to hide the programmability difficulties to the programmer is to give the compiler the responsibility of generating code to manage the scratchpad memories. Unfortunately, compilers do not succeed in generating this code in the presence of random memory accesses with unknown aliasing hazards.
This paper proposes a coherence protocol for the hybrid memory system that allows the compiler to always generate code to manage the scratchpad memories. In coordination with the compiler, memory accesses that may access stale copies of data are identified and diverted to the valid copy of the data. The proposal allows the architecture to be exposed to the programmer as a shared memory manycore, maintaining the programming simplicity of shared memory models and preserving backwards compatibility. In a 64-core manycore, the coherence protocol adds overheads of 4% in performance, 8% in network traffic and 9% in energy consumption to enable the usage of the hybrid memory system that, compared to a cache-based system, achieves a speedup of 1.14x and reduces on-chip network traffic and energy consumption by 29% and 17%, respectively. |
Abstract:
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This work has been supported by the Spanish Government (grant SEV-2011-00067 of the Severo Ochoa Program), by the Spanish Ministry of Science and Innovation (contract
TIN2012-34557), by Generalitat de Catalunya (contracts 2014-SGR-1051 and 2014-SGR-1272), and by the RoMoL ERC Advanced Grant (GA 321253). Miquel Moreto has been partially supported by the Ministry of Economy and Competitiveness under Juan de la Cierva postdoctoral fellowship number JCI-2012-15047, and Marc Casas is supported by the Secretary for Universities and Research of the Ministry of Economy and Knowledge of the Government of Catalonia and the Cofund programme of the Marie Curie Actions of the 7th R&D Framework Programme of the European Union (Contract 2013 BP_B 00243). |
Matèries:
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-Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors -Compilers (Computer programs) -Memory management (Computer science) -Cache memory -Compiladors (Programes d'ordinador) -Gestió de memòria (Informàtica) -Memòria ràpida de treball (Informàtica) |
Drets:
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Tipus de document:
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Article - Versió presentada Objecte de conferència |
Publicat per:
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Association for Computing Machinery (ACM)
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