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ÂÛÎÄ£º SNB-index: a SkipNet and B+ tree based auxiliary Cloud index

×÷Õߣº Wei Zhou ¡¤ Jin Lu ¡¤ Zhongzhi Luan ¡¤ ShipuWang ¡¤ Gang Xue ¡¤ Shaowen Yao

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zhouweiyg: ½ð±Ò+5, ¡ï¡ï¡ï¡ï¡ï×î¼Ñ´ð°¸, ÕýÈ· 2015-08-04 10:25:22
oven1986: LS-EPI+1, ¸ÐлӦÖú¡£ 2015-08-06 22:39:55
SNB-index: a SkipNet and B plus tree based auxiliary Cloud index
×÷Õß:Zhou, W (Zhou, Wei)[ 1 ] ; Lu, J (Lu, Jin)[ 1 ] ; Luan, ZZ (Luan, Zhongzhi)[ 2 ] ; Wang, SP (Wang, Shipu)[ 1 ] ; Xue, G (Xue, Gang)[ 1 ] ; Yao, SW (Yao, Shaowen)[ 1 ]
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
¾í: 17  ÆÚ: 2  Ò³: 453-462
DOI: 10.1007/s10586-013-0246-y
³ö°æÄê: JUN 2014
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Distributed data management plays an essential part in internet applications. With benefits of scalability and reliability, the Cloud storage systems have become an attractive choice for large-scale data processing. However, most Cloud storage systems currently adopt a hash-like approach to retrieve data that only support simple keyword-based enquiries, but lack various forms of information search. In this paper, we propose a novel SkipNet and B+ tree based index structure, called SNB-index, for Cloud computing systems. SNB-index adopts a two-layer architecture. In the lower layer, it uses the B+ tree to construct efficient local index. In the upper layer, it adaptively selects among local index nodes to form a SkipNet based global overlay. Our scalable auxiliary Cloud index can efficiently support a variety of types of queries (e.g. point-query, range-query, similarity-query), and provide high availability. Some new routing algorithms and mapping processing algorithms are designed to enhance performance. Experimental results show that SNB-index is valid and can be an alternative approach for constructing an auxiliary index in Cloud computing systems.
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×÷Õ߹ؼü´Ê:Auxiliary Cloud index; Various queries-SkipNet
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ͨѶ×÷ÕßµØÖ·: Zhou, W (ͨѶ×÷Õß)
ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ        Yunnan Univ, Sch Software, Kunming 65091, Yunnan, Peoples R China.
µØÖ·:
ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ        [ 1 ] Yunnan Univ, Sch Software, Kunming 65091, Yunnan, Peoples R China
ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ        [ 2 ] Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R China
µç×ÓÓʼþµØÖ·:wz.weizhou@gmail.com; lujin77@gmail.com; zhongzhi.luan@jsi.buaa.edu.cn; spwang@ynu.edu.com; mess@ynu.edu.com; yaosw@ynu.edu.com
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Key Discipline Foundation of Software School, Yunnan University          
Open Foundation of Software Engineering Key Laboratory in Yunnan Province        
2012SE304
2010KS05
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SPRINGER, 233 SPRING ST, NEW YORK, NY 10013 USA
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Ñо¿·½Ïò:Computer Science
Web of Science Àà±ð:Computer Science, Information Systems; Computer Science, Theory & Methods
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ÎÄÏ×ÀàÐÍ:Article
ÓïÖÖ:English
Èë²ØºÅ: WOS:000336424400026
ISSN: 1386-7857
eISSN: 1573-7543
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Impact Factor (Ó°ÏìÒò×Ó): Journal Citation Reports®
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Web of Science ºËÐĺϼ¯ÖÐµÄ "ÒýÓõIJο¼ÎÄÏ×": 11
Web of Science ºËÐĺϼ¯ÖÐµÄ "±»ÒýƵ´Î": 0
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