DocumentCode :
3064182
Title :
A-Tree: Distributed Indexing of Multidimensional Data for Cloud Computing Environments
Author :
Papadopoulos, Andreas ; Katsaros, Dimitrios
Author_Institution :
Dept. of Comput. & Commun. Eng., Univ. of Thessaly, Volos, Greece
fYear :
2011
fDate :
Nov. 29 2011-Dec. 1 2011
Firstpage :
407
Lastpage :
414
Abstract :
Efficient querying of huge volumes of multidimensional data stored in cloud computing systems has become a necessity, due to the widespread of cloud storage facilities. With clouds getting larger and available data growing larger and larger it is mandatory to develop fast, scalable and efficient indexing schemes. In this paper, we propose the A-tree, a distributed indexing scheme for multidimensional data capable of handling both point and range queries, appropriate for cloud computing environments. A performance evaluation of the A-tree against the state-of-the-art competitor attests its superiority, achieving significantly lower latencies.
Keywords :
cloud computing; data handling; indexing; performance evaluation; query processing; trees (mathematics); A-tree; cloud computing; cloud storage facilities; data handling; distributed indexing scheme; multidimensional data querying; performance evaluation; point queries; range queries; Cloud computing; Data structures; Distributed databases; Indexing; Peer to peer computing; Query processing; Distributed index; cloud computing; multidimensional data; point query; query processing; range query;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing Technology and Science (CloudCom), 2011 IEEE Third International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4673-0090-2
Type :
conf
DOI :
10.1109/CloudCom.2011.61
Filename :
6133170
Link To Document :
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