DocumentCode :
1984478
Title :
Modeling Optimal Organization of the Internet-Based Computation in the Cloud Computing Environment
Author :
Lu, Ji ; Zhang, Yaoxue ; Zhou, Yuezhi
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
fYear :
2010
fDate :
6-10 Dec. 2010
Firstpage :
1
Lastpage :
6
Abstract :
It is regarded that the Internet-based computing has a lot of significant merits. However, the relatively long latency and relatively high cost of wide-area networking hamper the growth of its application. Currently, there are some computing nodes emerging in the Internet, such as the public data centers born in the initial Cloud computing environment, which can perform computations with large computational freedom and capability for the public use. This paper proposes and models the problem of optimal organization of the Internet-based computation which takes these emerging distributed computing nodes into account. Both the performance and cost are analytically formulized into the optimization problems. Because the solution space expands exponentially when directly addressing the problems, this paper develops two efficient approaches. Extensive evaluations on various networks and workloads show that the proposed model OIC outperforms the current Internet-based computing model in terms of both computational time and cost.
Keywords :
cloud computing; cloud computing environment; distributed computing nodes; internet-based computation; optimal organization modelling; public data centers; Complexity theory; Computational modeling; Internet; Optimization; Peer to peer computing; Receivers; Servers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
ISSN :
1930-529X
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
Type :
conf
DOI :
10.1109/GLOCOM.2010.5683325
Filename :
5683325
Link To Document :
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