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Main memory organization trade-offs with DRAM and STT-MRAM options based on gem5-NVMain simulation frameworks

Authors :
Manu Komalan
Sophiane Senni
Gouri Sankar Kar
David Novo
Sushil Sakhare
José Ignacio Gómez
Abdoulaye Gamatié
Arnaud Furnemont
Christian Tenllado
Francky Catthoor
Lionel Torres
Matthias Hartmann
Oh Hyung Rock
IMEC (IMEC)
Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven)
Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM)
ADAptive Computing (ADAC)
Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (LIRMM)
Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)
Source :
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 21st Design, Automation & Test in Europe Conference & Exhibition, DATE: Design, Automation and Test in Europe, DATE: Design, Automation and Test in Europe, Mar 2018, Dresden, Germany. pp.103-108, ⟨10.23919/DATE.2018.8341987⟩, DATE
Publisher :
IEEE

Abstract

International audience; Current main memory organizations in embedded and mobile application systems are DRAM dominated. The ever-increasing gap between today's processor and memory speeds makes the DRAM subsystem design a major aspect of computer system design. However, the limitations to DRAM scaling and other challenges like refresh provide undesired trade-offs between performance, energy and area to be made by architecture designers. Several emerging NVM options are being explored to at least partly remedy this but today it is very hard to assess the viability of these proposals because the simulations are not fully based on realistic assumptions on the NVM memory technologies and on the system architecture level. In this paper, we propose to use realistic, calibrated STT-MRAM models and a well calibrated cross-layer simulation and exploration framework, named SEAT, to better consider technologies aspects and architecture constraints. We will focus on general purpose/mobile SoC multi-core architectures. We will highlight results for a number of relevant benchmarks, representatives of numerous applications based on actual system architecture. The most energy efficient STT-MRAM based main memory proposal provides an average energy consumption reduction of 27% at the cost of 2x the area and the least energy efficient STT-MRAM based main memory proposal provides an average energy consumption reduction of 8% at the around the same area or lesser when compared to DRAM.

Details

Language :
English
ISBN :
978-3-9819263-0-9
ISBNs :
9783981926309
Database :
OpenAIRE
Journal :
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 21st Design, Automation & Test in Europe Conference & Exhibition, DATE: Design, Automation and Test in Europe, DATE: Design, Automation and Test in Europe, Mar 2018, Dresden, Germany. pp.103-108, ⟨10.23919/DATE.2018.8341987⟩, DATE
Accession number :
edsair.doi.dedup.....85a9de79dfac2ec7472c40e8ce44fd3a
Full Text :
https://doi.org/10.23919/date.2018.8341987