Abstract
Flash memory has gained tremendous popularity in recent years. A variant of flash, referred to as NAND flash, is widely used in consumer electronics products, such as cell-phones and music players while NAND flash based Solid-State Disks (SSDs) are increasingly displacing hard disk drives as the primary storage device in laptops, desktops, and even datacenters. Computer architects have recently begun exploring the use NAND flash, from SSD organizations to disk caches and even new flash-based server architectures. In order to study this design space, architects require simulation tools that can provide detailed insights into the behavior of flash memory. This article presents electrical and mathematical models of a NAND device and propose a novel method to resolve the system. Results show that, thanks to the modeling approaches used, the NAND devices are optimized.
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Masuoka, F., Momodomi, M., Iwata, Y., Shirota, R.: New ultra-high-density EPROM and Flash EEPROM with NAND structure cell. In: Proceedings of the 1987 International Electron Devices Meeting, New York, NY, USA, pp. 552–555, December 1987
Micheloni, R., Marelli, A., Eshghi, K. (eds.): Inside Solid State Drives (SSDs). Springer, Heidelberg/Berlin, Germany (2013). https://doi.org/10.1007/978-94-007-5146-0
Brewer, J.E., Gill, M.: Nonvolatile Memory Technologies with Emphasis on Flash. IEEE Press, Piscataway (2008)
Gal, E., Toledo, S.: Algorithms and Data Structures for Flash Memories. ACM Comput. Surv. 37(2), 138–163 (2005)
Dirik, C., Jacob, B.: The performance of PC solid-state disks (SSDs) as a function of bandwidth, concurrency, device architecture, and system organization. In: The International Symposium on Computer Architecture (ISCA), pp. 279–289 (2009)
Kgil, T., Roberts, D., Mudge, T.: Improving NAND flash based disk caches. In: The International Symposium on Computer Architecture (ISCA), pp. 327–338 (2008)
Caulfield, A.M., Grupp, L.M., Swanson, S.: Gordon: using flash memory to build fast, power-efficient clusters for data-intensive applications. In: The International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), pp. 217–228 (2009)
Kim, J.K., et al.: A PRAM and NAND flash hybrid architecture for high-performance embedded storage subsystems. In: The 8th ACM international conference on Embedded software (EMSOFT 2008), New York, NY, USA, pp. 31–40 (2008)
Zambelli, C., Chimenton, A., Olivo, P.: Reliability issues of NAND Flash memories. Springer, Inside NAND Flash Memories (2010). https://doi.org/10.1007/978-90-481-9431-5_4
Ev Pukhov, G.G.: Differential transforms and circuit theory. Int. J. Circuit Theory Appl. 10, 265–276 (1982)
Zhou, J.K.: Differential transformation and its application for electrical circuits. Huarjung University Press, Wuhan (1986)
Fontana, R.E., Decad, G.M., Hetzler, S.R.: Volumetric density trends (TB/in.3) for storage components: Tape, hard disk drives, NAND, and blu-ray. J. Appl. Phys. 117, 17E301-1–17E301-4 (2015)
Vidyabhushan, M.: Modeling the physical characteristics of NAND Flash Memory (May 2010)
Arora, N.: MOSFET Models for VLSI Circuit Simulation. Springer, Verlag/Wien (1993). https://doi.org/10.1007/978-3-7091-9247-4
Tischendorf, C.: Solution of index-2 differential algebraic equations and its application in circuit simulation, Berlin (1996)
Hairer, E., Lubich, C., Roche, M.: The Numerical Solution of Differential-Algebraic Systems by Runge-Kutta Methods, Lecture Notes in Mathematics, vol. 1409. Springer, New York (1989)
Hairer, E., Wanner, G.: Solving Ordinary Differential Equations 11: Stiff and Differential Algebraic Problems, 2nd edn. Springer, New York (1996)
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Baghdadi, H., Rhofir, K., Lamhamdi, M. (2020). A Novel Modeling Method of NAND Device. In: Ezziyyani, M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Advances in Intelligent Systems and Computing, vol 1104. Springer, Cham. https://doi.org/10.1007/978-3-030-36671-1_5
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DOI: https://doi.org/10.1007/978-3-030-36671-1_5
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