DocumentCode
2985771
Title
Improvement of the MapReduce Model Based on Message Middleware Oriented Data Intensive Computing
Author
Junwei, Ge ; Jiang, Xian ; Fang, Yiqiu
Author_Institution
Libr. of Chongqing, Chongqing Univ. of Posts & Telecommun., Chongqing, China
fYear
2011
fDate
3-4 Dec. 2011
Firstpage
86
Lastpage
89
Abstract
MapReduce is an abstract model of processing big data with the parallel computing framework. However it is heavy that the model for the data intensive computing, DIC, depends on the data transmission between the cluster´s nodes which causes the overload on the master node handling the messages used to communicate with the nodes in the cluster. Therefore, this paper proposes an improved model of MapReduce based on message middleware, to improve the performance of DIC. This paper describes the principles and mechanism of the improved model in detail.
Keywords
data handling; middleware; parallel processing; MapReduce model; data intensive computing; data transmission; message middleware; parallel computing; Computational modeling; Data communication; Data models; Distributed databases; Middleware; Parallel processing; Programming; MapReduce; data intensive computing; message middleware;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location
Hainan
Print_ISBN
978-1-4577-2008-6
Type
conf
DOI
10.1109/CIS.2011.27
Filename
6128080
Link To Document