DocumentCode
1976577
Title
ITS-cloud: Cloud computing for Intelligent transportation system
Author
Bitam, Salim ; Mellouk, Abdelhamid
Author_Institution
Dept. of Comput. Sci., Univ. of Biskra, Biskra, Algeria
fYear
2012
fDate
3-7 Dec. 2012
Firstpage
2054
Lastpage
2059
Abstract
Cloud computing is known as services delivery such as shared resources, platforms, software and data, in the interest of end-users. They are located in distributed datacenters over a network such as the Internet. In this paper a new cloud computing model called ITS-Cloud applied to the Intelligent Transportation Systems (ITS) is proposed to improve transport outcomes such as road safety, transport productivity, travel reliability, informed travel choices, environment protection, and traffic resilience. It consists of two sub-models: the statistic and the dynamic cloud sub-models. In the former, vehicles benefit of the conventional cloud advantages however; the dynamic one which is a temporary cloud is formed by the vehicles themselves which represent the cloud datacenters. To validate our proposal, a simulation study is performed to deal with the load balancing as a NP-Complete problem. The reached results are obtained using Bees Life Algorithm (BLA) applied to ITS-Cloud and compared with those reached by (BLA) applied only to the conventional Cloud.
Keywords
automated highways; cloud computing; computational complexity; resource allocation; BLA; ITS-cloud model; NP-complete problem; bees life algorithm; cloud computing; distributed data center; environment protection; informed travel choice; intelligent transportation system; load balancing; road safety; traffic resilience; transport outcome; transport productivity; travel reliability; bees life algorithm; cloud computing; intelligent transport system; load balancing;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location
Anaheim, CA
ISSN
1930-529X
Print_ISBN
978-1-4673-0920-2
Electronic_ISBN
1930-529X
Type
conf
DOI
10.1109/GLOCOM.2012.6503418
Filename
6503418
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