DocumentCode :
2143678
Title :
Lazy-Update B+-Tree for Flash Devices
Author :
On, Sai Tung ; Hu, Haibo ; Li, Yu ; Xu, Jianliang
Author_Institution :
Dept. of Comput. Sci., Hong Kong Baptist Univ., Hong Kong
fYear :
2009
fDate :
18-20 May 2009
Firstpage :
323
Lastpage :
328
Abstract :
With the rapid increasing capacity of flash chips, flash-aware indexing techniques are highly desirable for flash devices. The unique features of flash memory, such as the erase-before-write constraint and the asymmetric read/write cost, severely deteriorate the performance of the traditional B+-tree algorithm. In this paper, we propose a new indexing method, called lazy-update B+-tree, to overcome the limitations of flash memory. The basic idea is to defer the time of committing update requests to the B+-tree by buffering them in a segment of main memory. They are later committed in groups so that each write operation can be amortized by a bunch of update requests. We identify a victim selection problem for the lazy-update B+-tree and develop two heuristic-based commit policies to address the problem. Simulation results show that the proposed lazy-update method, along with a well-designed commit policy, greatly improves the update performance of the traditional B+-tree while preserving the query efficiency.
Keywords :
flash memories; tree data structures; asymmetric read-write cost; erase-before-write constraint; flash device; flash memory; flash-aware indexing technique; heuristic-based commit policy; lazy-update B+-tree-new indexing method; main memory; victim selection problem; Algorithm design and analysis; Computer science; Conference management; Costs; Electric shock; Flash memory; Hard disks; Indexing; Middleware; Mobile computing; B+-tree; Flash Memory; Indexing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mobile Data Management: Systems, Services and Middleware, 2009. MDM '09. Tenth International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-4153-2
Electronic_ISBN :
978-0-7695-3650-7
Type :
conf
DOI :
10.1109/MDM.2009.48
Filename :
5088952
Link To Document :
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