DocumentCode
3062565
Title
Data movement and aggregation in flash memories
Author
Jiang, Anxiao Andrew ; Langberg, Michael ; Mateescu, Robert ; Bruck, Jehoshua
Author_Institution
CSE Dept., Texas A&M Univ., College Station, TX, USA
fYear
2010
fDate
13-18 June 2010
Firstpage
1918
Lastpage
1922
Abstract
NAND flash memories have become the most widely used type of non-volatile memories. In a NAND flash memory, every block of memory cells consists of numerous pages, and rewriting a single page requires the whole block to be erased. As block erasures significantly reduce the longevity, speed and power efficiency of flash memories, it is critical to minimize the number of erasures when data are reorganized. This leads to the data movement problem, where data need to be switched in blocks, and the objective is to minimize the number of block erasures. It has been shown that optimal solutions can be obtained by coding. However, coding-based algorithms with the minimum coding complexity still remain an important topic to study. In this paper, we present a very efficient data movement algorithm with coding over GF(2) and with the minimum storage requirement. We also study data movement with more auxiliary blocks and present its corresponding solution. Furthermore, we extend the study to the data aggregation problem, where data can not only be moved but also aggregated. We present both non-coding and coding-based solutions, and rigorously prove the performance gain by using coding.
Keywords
NAND circuits; encoding; flash memories; NAND flash memories; coding-based algorithm; data aggregation; data movement; nonvolatile memories; Approximation algorithms; Computer science; Data analysis; Databases; Flash memory; Galois fields; Nonvolatile memory; Performance gain; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location
Austin, TX
Print_ISBN
978-1-4244-7890-3
Electronic_ISBN
978-1-4244-7891-0
Type
conf
DOI
10.1109/ISIT.2010.5513391
Filename
5513391
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