MEMS based storage architecture for relational databases

被引:2
|
作者
Yu, Hailing [1 ]
Agrawal, Divyakant
El Abbadi, Amr
机构
[1] Oracle Corp, Redwood Shores, CA 94065 USA
[2] Univ Calif Santa Barbara, Dept Comp Sci, Santa Barbara, CA 93106 USA
来源
VLDB JOURNAL | 2007年 / 16卷 / 02期
关键词
relational databases; MEMS; data placement; storage;
D O I
10.1007/s00778-005-0176-2
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to recent advances in semiconductor rnanufacturing, the gap between main memory and disks is constantly increasing. This leads to a significant performance bottleneck for Relational Database Management Systems. Recent advances in nanotechnology have led to the invention of MicroElectroMechanical Systems (MEMS) based storage technology to replace disks. In this paper, we exploit the physical characteristics of MEMS-based storage devices to develop a placement scheme for relational data that enables retrieval in both row-wise and column-wise manner. We develop algorithms for different relational operations based on this data layout. Our experimental results and analysis demonstrate that this data layout not only improves I/O utilization, but results in better cache performance for a variety of different relational operations.
引用
收藏
页码:251 / 268
页数:18
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