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http://dx.doi.org/10.9708/jksci.2015.20.4.001

CL-Tree: B+ tree for NAND Flash Memory using Cache Index List  

Hwang, Sang-Ho (Department of Computer Engineering, Yeungnam University)
Kwak, Jong Wook (Department of Computer Engineering, Yeungnam University)
Abstract
NAND flash systems require deletion operation and do not support in-place update, so the storage systems should use Flash Translation Layer (FTL). However, there are a lot of memory consumptions using mapping table in the FTL, so recently, many studies have been proposed to resolve mapping table overhead. These studies try to solve update propagation problem in the nand flash system which does not use mapping table. In this paper, we present a novel index structure, called CL-Tree(Cache List Tree), to solve the update propagation problem. The proposed index structure reduces write operations which occur for an update propagation, and it has a good performance for search operation because it uses multi-list structure. In experimental evaluation, we show that our scheme yields about 173% and 179% improvement in insertion speed and search speed, respectively, compared to traditional B+tree and other works.
Keywords
NAND Flash Memory; B+ tree; index structure; update propagation; multi-list structure;
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1 Chen, Feng, David A. Koufaty, and Xiaodong Zhang. "Understanding intrinsic characteristics and system implications of flash memory based solid state drives." ACM SIGMETRICS Performance Evaluation Review. Vol. 37. No. 1. ACM, 2009.
2 Chung, Tae-Sun, et al. "A survey of flash translation layer." Journal of Systems Architecture 55.5 (2009): 332-343.   DOI   ScienceOn
3 Gupta, Aayush, Youngjae Kim, and Bhuvan Urgaonkar. DFTL: a flash translation layer employing demand-based selective caching of page-level address mappings. Vol. 44. No. 3. ACM, 2009.
4 Dongwon Kang, Dawoon Jung, Jeong-Uk Kang and Jin-Soo Kim., "${\mu}$-Tree : An Ordered Index Structure for NAND Flash Memory", Proc. of the 7th Annual ACM Conference on Embedded Systems Software, 2007.
5 Hua-Wei Fang, Mi-Yen Yeh, Pei-Lun Suei, and Tei-Wei Kuo, "An adaptive endurance-aware b+-tree for flash memory storage systems", IEEE Transactions on Computers, 2013.
6 Bo-kyeong Kim, Min-hee Yoo, and Dong-Ho Lee, "An Efficient B-Tree Using Lazy Update on Flash Memory." Journal of KIISE : Databases (2012): 109-119.(in Korea)
7 Wu, Chin-Hsien, Li-Pin Chang, and Tei-Wei Kuo. "An efficient B-tree layer for flash-memory storage systems." Real-Time and Embedded Computing Systems and Applications. Springer Berlin Heidelberg, 2004. 409-430.
8 Nath, Suman, and Aman Kansal. "FlashDB: Dynamic self-tuning database for NAND flash." Proceedings of the 6th international conference on Information processing in sensor networks. ACM, 2007.
9 Agrawal, Devesh, et al. "Lazy-adaptive tree: An optimized index structure for flash devices." Proceedings of the VLDB Endowment 2.1 (2009): 361-372.
10 Li, Yinan, et al. "Tree indexing on solid state drives." Proceedings of the VLDB Endowment 3.1-2 (2010): 1195-1206.
11 Artem B. Biryutskiy, "JFFS3 design issues", http://www.linux-mtd.infradead.org, 2005.
12 Lee, Yong-Goo, et al. "${\mu}$-FTL:: a memory-efficient flash translation layer supporting multiple mapping granularities." Proceedings of the 8th ACM international conference on Embedded software. ACM, 2008.
13 J. Ahn. D. Kang, D. Jung, J. Kim and S. Maeng, "${\mu}$*-Tree: An Ordered Index Structure for NAND Flash Memory with Adaptive Page Layout Scheme", IEEE Transactions on Computers, vol PP, no.99, p. 1, 2012.
14 Fang, Hua-Wei, et al. "A flash-friendly B+-tree with endurance-awareness." Embedded Systems for Real-Time Multimedia (ESTIMedia), 2011 9th IEEE Symposium on. IEEE, 2011.
15 NA, GAPJOO, Bongki Moon, and Sang-Won Lee. "IPL B-Tree for flash memory database systems." Journal of information science and engineering 27 (2011): 111-127.
16 On, Sai Tung, et al. "Lazy-update b+-tree for flash devices." Mobile Data Management: Systems, Services and Middleware, 2009. MDM'09. Tenth International Conference on. IEEE, 2009.
17 Yin, Shaoyi, Philippe Pucheral, and Xiaofeng Meng. "A sequential indexing scheme for flash-based embedded systems." Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology. ACM, 2009.