Matches in SemOpenAlex for { <https://semopenalex.org/work/W3138566672> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W3138566672 abstract "The demand for main memory capacity is ever increasing in mobile devices and embedded systems. Dynamic Random Access Memories (DRAMs) can not keep pace with the required main memory capacities because of the restrictions in improving the cell density due to the slowdown in scaling and the high leakage power consumption. Contrary, emerging Non-Volatile Memories (NVMs), primarily Resistive Random Access Memories (RRAMs), offer a high scaling potential and consume less leakage power than DRAMs. However, they are not suitable to completely replace DRAMs as the main memory, owing to their large read and write access latencies and limited endurance. In this paper, we present the architecture of a novel heterogeneous 3D-stacked on-chip main memory system composed of DRAMs and RRAMs that can fulfill the memory capacity demands of future mobile devices. We evaluate the energy savings of the new architecture for several applications, including some emerging machine learning tasks on mobile devices, by conducting system-level simulations in gem5 using ARM CPU models. We explore and analyze the impacts of different hybrid memory organizations and data allocation policies on reducing the energy and total number of RRAM writes. On average, the new 3D-hybrid architecture consumes 73% lesser energy and 61% lower average power than a 2D-Hybrid memory architecture for applications from the PARSEC benchmark. For a neural network training application, the 3D-hybrid memory saves up to 60% energy in comparison with a DDR4 DRAM-only main memory." @default.
- W3138566672 created "2021-03-29" @default.
- W3138566672 creator A5010135168 @default.
- W3138566672 creator A5013706098 @default.
- W3138566672 creator A5031403489 @default.
- W3138566672 creator A5057376276 @default.
- W3138566672 creator A5059285190 @default.
- W3138566672 creator A5080258875 @default.
- W3138566672 creator A5090870819 @default.
- W3138566672 date "2020-09-28" @default.
- W3138566672 modified "2023-09-24" @default.
- W3138566672 title "An Energy Efficient 3D-Heterogeneous Main Memory Architecture for Mobile Devices" @default.
- W3138566672 cites W1904074428 @default.
- W3138566672 cites W1988257143 @default.
- W3138566672 cites W1994717635 @default.
- W3138566672 cites W1995969856 @default.
- W3138566672 cites W2004823737 @default.
- W3138566672 cites W2022510519 @default.
- W3138566672 cites W2040681711 @default.
- W3138566672 cites W2104305170 @default.
- W3138566672 cites W2147539449 @default.
- W3138566672 cites W2147657366 @default.
- W3138566672 cites W2148797773 @default.
- W3138566672 cites W2193198328 @default.
- W3138566672 cites W2340076492 @default.
- W3138566672 cites W2433248078 @default.
- W3138566672 cites W2555826082 @default.
- W3138566672 cites W2751894540 @default.
- W3138566672 cites W2780284891 @default.
- W3138566672 cites W2785635988 @default.
- W3138566672 cites W2790546557 @default.
- W3138566672 cites W2880869856 @default.
- W3138566672 cites W2883338591 @default.
- W3138566672 cites W2895764835 @default.
- W3138566672 cites W2900749507 @default.
- W3138566672 cites W2914237701 @default.
- W3138566672 cites W2944687873 @default.
- W3138566672 cites W3022884336 @default.
- W3138566672 cites W4234346842 @default.
- W3138566672 cites W4253600620 @default.
- W3138566672 doi "https://doi.org/10.1145/3422575.3422786" @default.
- W3138566672 hasPublicationYear "2020" @default.
- W3138566672 type Work @default.
- W3138566672 sameAs 3138566672 @default.
- W3138566672 citedByCount "0" @default.
- W3138566672 crossrefType "proceedings-article" @default.
- W3138566672 hasAuthorship W3138566672A5010135168 @default.
- W3138566672 hasAuthorship W3138566672A5013706098 @default.
- W3138566672 hasAuthorship W3138566672A5031403489 @default.
- W3138566672 hasAuthorship W3138566672A5057376276 @default.
- W3138566672 hasAuthorship W3138566672A5059285190 @default.
- W3138566672 hasAuthorship W3138566672A5080258875 @default.
- W3138566672 hasAuthorship W3138566672A5090870819 @default.
- W3138566672 hasConcept C111919701 @default.
- W3138566672 hasConcept C118524514 @default.
- W3138566672 hasConcept C119599485 @default.
- W3138566672 hasConcept C120314980 @default.
- W3138566672 hasConcept C123657996 @default.
- W3138566672 hasConcept C127413603 @default.
- W3138566672 hasConcept C142362112 @default.
- W3138566672 hasConcept C149635348 @default.
- W3138566672 hasConcept C153349607 @default.
- W3138566672 hasConcept C186967261 @default.
- W3138566672 hasConcept C2742236 @default.
- W3138566672 hasConcept C41008148 @default.
- W3138566672 hasConceptScore W3138566672C111919701 @default.
- W3138566672 hasConceptScore W3138566672C118524514 @default.
- W3138566672 hasConceptScore W3138566672C119599485 @default.
- W3138566672 hasConceptScore W3138566672C120314980 @default.
- W3138566672 hasConceptScore W3138566672C123657996 @default.
- W3138566672 hasConceptScore W3138566672C127413603 @default.
- W3138566672 hasConceptScore W3138566672C142362112 @default.
- W3138566672 hasConceptScore W3138566672C149635348 @default.
- W3138566672 hasConceptScore W3138566672C153349607 @default.
- W3138566672 hasConceptScore W3138566672C186967261 @default.
- W3138566672 hasConceptScore W3138566672C2742236 @default.
- W3138566672 hasConceptScore W3138566672C41008148 @default.
- W3138566672 hasFunder F4320320879 @default.
- W3138566672 hasFunder F4320333069 @default.
- W3138566672 hasLocation W31385666721 @default.
- W3138566672 hasOpenAccess W3138566672 @default.
- W3138566672 hasPrimaryLocation W31385666721 @default.
- W3138566672 hasRelatedWork W1577085395 @default.
- W3138566672 hasRelatedWork W1591122270 @default.
- W3138566672 hasRelatedWork W1991928096 @default.
- W3138566672 hasRelatedWork W2160058185 @default.
- W3138566672 hasRelatedWork W2183724207 @default.
- W3138566672 hasRelatedWork W2316299058 @default.
- W3138566672 hasRelatedWork W2383828164 @default.
- W3138566672 hasRelatedWork W396164270 @default.
- W3138566672 hasRelatedWork W412513142 @default.
- W3138566672 hasRelatedWork W51181788 @default.
- W3138566672 isParatext "false" @default.
- W3138566672 isRetracted "false" @default.
- W3138566672 magId "3138566672" @default.
- W3138566672 workType "article" @default.