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An efficient method for record management in flash memory environment

Title
An efficient method for record management in flash memory environment
Author
김상욱
Keywords
Flash memory DBMS; Record management; FARM; Group write; k-LASL
Issue Date
2012-06
Publisher
Elsevier Science B.V
Citation
Journal of Systems Architecture June-August, 2012, 58(6-7), P.221-232
Abstract
Flash memory has its unique characteristics: the write operation is much more costly than the read operation, and in-place updating is not allowed. In this paper, we analyze how these characteristics affect the performance of clustering and non-clustering methods for record management, and show that non-clustering is more suitable in flash memory environment. Also, we identify the problems of the existing non-clustering method when applied to flash memory environment without any modification, and propose an effective method for record management in flash memory databases. This method, which is basically based on the non-clustering method, tries to store consecutively inserted records in the same page in order to make it possible to process them with only one write operation. In this paper, we call this method group write. Moreover, we propose two novel techniques for achieving efficient group writes: (1) dedicated buffers for group writes and (2) free space lists managed in main memory for maintaining only those pages having large free space. Our method greatly improves the write performance of database applications running in flash memory. For performance evaluation, we conduct a variety of experiments. The results show that our method achieves speed up by up to 1.67 times compared with the original non-clustering method. (c) 2012 Elsevier B.V. All rights reserved.
URI
https://www.sciencedirect.com/science/article/pii/S1383762112000227?via%3Dihubhttp://hdl.handle.net/20.500.11754/67814
ISSN
1383-7621
DOI
10.1016/j.sysarc.2012.03.004
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > COMPUTER SCIENCE(컴퓨터소프트웨어학부) > Articles
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