Intelligent SSD: A Turbo for Big Data Mining

被引:19
作者
Bae, Duck-Ho [1 ]
Kim, Jin-Hyung [1 ]
Kim, Sang-Wook [1 ]
Oh, Hyunok [1 ]
Park, Chanik [2 ]
机构
[1] Hanyang Univ, Seoul, South Korea
[2] Sansung Elect Co Ltd, Kyunggi Do, South Korea
来源
PROCEEDINGS OF THE 22ND ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT (CIKM'13) | 2013年
基金
新加坡国家研究基金会;
关键词
Intelligent SSD; big data mining; in storage processing;
D O I
10.1145/2505515.2507847
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces the notion of intelligent SSDs. First, we present the design considerations of intelligent SSDs, and then examine their potential benefits under various settings in data mining applications.
引用
收藏
页码:1573 / 1576
页数:4
相关论文
共 8 条
[1]   An efficient method for record management in flash memory environment [J].
Bae, Duck-Ho ;
Chang, Ji-Woong ;
Kim, Sang-Wook .
JOURNAL OF SYSTEMS ARCHITECTURE, 2012, 58 (6-7) :221-232
[2]  
Do J., 2013, P 2013 ACM SIGMOD IN, P1221
[3]  
Du D, 2006, IEEE MSST
[4]  
Han J, 2000, Data mining: Concepts and Techniques
[5]  
Kim S., 2011, EUR C POW EL APPL, P1
[6]  
Page L., 1999, 199966 STANF INFOLAB, DOI DOI 10.1007/978-3-319-08789-4_10
[7]  
Reddi VJ, 2010, CONF PROC INT SYMP C, P314, DOI 10.1145/1816038.1816002
[8]  
Riedel E., 1998, Proceedings of the Twenty-Fourth International Conference on Very-Large Databases, P62