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论文： SNB-index: a SkipNet and B+ tree based auxiliary Cloud index

作者： Wei Zhou · Jin Lu · Zhongzhi Luan · ShipuWang · Gang Xue · Shaowen Yao

杂志： Cluster Comput

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SNB-index: a SkipNet and B plus tree based auxiliary Cloud index
作者: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
卷: 17 期: 2 页: 453-462
DOI: 10.1007/s10586-013-0246-y
出版年: JUN 2014
查看期刊信息
摘要
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.
关键词
作者关键词:Auxiliary Cloud index; Various queries-SkipNet
作者信息
通讯作者地址: Zhou, W (通讯作者)
显示增强组织信息的名称 Yunnan Univ, Sch Software, Kunming 65091, Yunnan, Peoples R China.
地址:
显示增强组织信息的名称 [ 1 ] Yunnan Univ, Sch Software, Kunming 65091, Yunnan, Peoples R China
显示增强组织信息的名称 [ 2 ] Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R China
电子邮件地址: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
基金资助致谢
基金资助机构授权号
Key Discipline Foundation of Software School, Yunnan University
Open Foundation of Software Engineering Key Laboratory in Yunnan Province
2012SE304
2010KS05
查看基金资助信息
出版商
SPRINGER, 233 SPRING ST, NEW YORK, NY 10013 USA
类别 / 分类
研究方向:Computer Science
Web of Science 类别:Computer Science, Information Systems; Computer Science, Theory & Methods
文献信息
文献类型:Article
语种:English
入藏号: WOS:000336424400026
ISSN: 1386-7857
eISSN: 1573-7543
期刊信息
目录： Current Contents Connect®
Impact Factor (影响因子): Journal Citation Reports®
其他信息
IDS 号: AH8YP
Web of Science 核心合集中的 "引用的参考文献": 11
Web of Science 核心合集中的 "被引频次": 0

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