NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture

NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based... J Supercomput (2018) 74:3875–3903 https://doi.org/10.1007/s11227-018-2438-y NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture 1,2 1 1,2 Danqi Hu · Fang Lv · Chenxi Wang · 1,2 1 1 Hui-Min Cui · Lei Wang · Ying Liu · 1,2 Xiao-Bing Feng Published online: 2 June 2018 © Springer Science+Business Media, LLC, part of Springer Nature 2018 Abstract The high density, low power consumption non-volatile memory (NVM) provides a promising DRAM alternative for the in-memory big-data processing appli- cations, e.g., Spark, It is significant to simulate the behaviors when NVMs are deployed into the area of big-data processing before their widespread use in market. However, existing simulation approaches are not applicable for big-data processing due to two reasons. First, some approaches require complicated hardware and/or OS supports. Second, cycle-level or function-level simulations are too time-consuming to simu- late the whole software stack of big-data processing. Therefore, the complexity and expensive time cost in NVM simulation have dramatically dragged down the inte- grated research of big data with NVM. This paper proposes a fast and reconfigurable simulation method, called NVM Streaker, which does not need complex hardware or OS supports. It simulates NVM access costs using disturbed http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png The Journal of Supercomputing Springer Journals

NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture

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Publisher
Springer US
Copyright
Copyright © 2018 by Springer Science+Business Media, LLC, part of Springer Nature
Subject
Computer Science; Programming Languages, Compilers, Interpreters; Processor Architectures; Computer Science, general
ISSN
0920-8542
eISSN
1573-0484
D.O.I.
10.1007/s11227-018-2438-y
Publisher site
See Article on Publisher Site

Abstract

J Supercomput (2018) 74:3875–3903 https://doi.org/10.1007/s11227-018-2438-y NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture 1,2 1 1,2 Danqi Hu · Fang Lv · Chenxi Wang · 1,2 1 1 Hui-Min Cui · Lei Wang · Ying Liu · 1,2 Xiao-Bing Feng Published online: 2 June 2018 © Springer Science+Business Media, LLC, part of Springer Nature 2018 Abstract The high density, low power consumption non-volatile memory (NVM) provides a promising DRAM alternative for the in-memory big-data processing appli- cations, e.g., Spark, It is significant to simulate the behaviors when NVMs are deployed into the area of big-data processing before their widespread use in market. However, existing simulation approaches are not applicable for big-data processing due to two reasons. First, some approaches require complicated hardware and/or OS supports. Second, cycle-level or function-level simulations are too time-consuming to simu- late the whole software stack of big-data processing. Therefore, the complexity and expensive time cost in NVM simulation have dramatically dragged down the inte- grated research of big data with NVM. This paper proposes a fast and reconfigurable simulation method, called NVM Streaker, which does not need complex hardware or OS supports. It simulates NVM access costs using disturbed

Journal

The Journal of SupercomputingSpringer Journals

Published: Jun 2, 2018

References

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