DRAMSys4.0: An Open-Source Simulation Framework for In-depth DRAM Analyses

  • The simulation of Dynamic Random Access Memories (DRAMs) on system level requires highly accurate models due to their complex timing and power behavior. However, conventional cycle-accurate DRAM subsystem models often become a bottleneck for the overall simulation speed. A promising alternative are simulators based on Transaction Level Modeling, which can be fast and accurate at the same time. In this paper we present DRAMSys4.0, which is, to the best of our knowledge, the fastest and most extensive open-source cycle-accurate DRAM simulation framework. DRAMSys4.0 includes a novel software architecture that enables a fast adaption to different hardware controller implementations and new JEDEC standards. In addition, it already supports the latest standards DDR5 and LPDDR5. We explain how to apply optimization techniques for an increased simulation speed while maintaining full temporal accuracy. Furthermore, we demonstrate the simulator’s accuracy and analysis tools with two application examples. Finally, we provide a detailed investigation and comparison of the most prominent cycle-accurate open-source DRAM simulators with regard to their supported features, analysis capabilities and simulation speed.

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Metadaten
Author:Lukas SteinerORCiD, Matthias Jung, Felipe S. Prado, Kirill Bykov, Norbert Wehn
URN:urn:nbn:de:hbz:386-kluedo-78692
DOI:https://doi.org/10.1007/s10766-022-00727-4
ISSN:1573-7640
Parent Title (English):International Journal of Parallel Programming
Publisher:Springer Nature - Springer
Document Type:Article
Language of publication:English
Date of Publication (online):2024/03/22
Year of first Publication:2022
Publishing Institution:Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau
Date of the Publication (Server):2024/03/22
Issue:50
Page Number:26
First Page:217
Last Page:242
Source:https://link.springer.com/article/10.1007/s10766-022-00727-4
Faculties / Organisational entities:Kaiserslautern - Fachbereich Elektrotechnik und Informationstechnik
DDC-Cassification:6 Technik, Medizin, angewandte Wissenschaften / 621.3 Elektrotechnik, Elektronik
Collections:Open-Access-Publikationsfonds
Licence (German):Zweitveröffentlichung