Characterizing the Performance of Flash Memory Storage Devices and Its Impact on Algorithm Design
|Title:||Characterizing the Performance of Flash Memory Storage Devices and Its Impact on Algorithm Design||Authors:||Ajwani, Deepak
|Permanent link:||http://hdl.handle.net/10197/9904||Date:||25-Jun-2008||Online since:||2019-04-11T08:41:00Z||Abstract:||Initially used in digital audio players, digital cameras, mobile phones, and USB memory sticks, flash memory may become the dominant form of end-user storage in mobile computing, either completely replacing the magnetic hard disks or being an additional secondary storage. We study the design of algorithms and data structures that can exploit the flash memory devices better. For this, we characterize the performance of NAND flash based storage devices, including many solid state disks. We show that these devices have better random read performance than hard disks, but much worse random write performance. We also analyze the effect of misalignments, aging and past I/O patterns etc. on the performance obtained on these devices. We show that despite the similarities between flash memory and RAM (fast random reads) and between flash disk and hard disk (both are block based devices), the algorithms designed in the RAM model or the external memory model do not realize the full potential of the flash memory devices. We later give some broad guidelines for designing algorithms which can exploit the comparative advantages of both a flash memory device and a hard disk, when used together.||Type of material:||Conference Publication||Publisher:||Springer||Series/Report no.:||Lecture Notes in Computer Science (LNCS, volume 5038)||Copyright (published version):||2008 Springer||Keywords:||Hard disk; Memory device; Access pattern; External Memory; Magnetic Hard Disk||DOI:||10.1007/978-3-540-68552-4_16||Language:||en||Status of Item:||Peer reviewed||Is part of:||McGeoch, C.C. (ed.). Experimental Algorithms: 7th International Workshop, WEA 2008 Provincetown, MA, USA, May 30- June 1, 2008 Proceedings||ISBN:||978-3-540-68548-7|
|Appears in Collections:||Computer Science Research Collection|
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