Title :
Popularity-based probabilistic data deployment in vehicular ad-hoc networks
Author :
Miura, Hirokazu ; Kakeda, Satoshi ; Tode, Hideki ; Taki, Hirokazu
Author_Institution :
Fac. of Syst. Eng., Wakayama Univ., Wakayama, Japan
Abstract :
In vehicular ad-hoc networks (VANETs), moving vehicles carry data and exchange it as they pass each other. Storage in a vehicle, in other words, the amount of saved data is limited resource in general. Therefore, attributes of data that should be carried by vehicles is an important factor in order to efficiently disseminate desired data. In this paper, we focus on popularity of data and propose probabilistic data deployment based on its popularity. The proposed method deploys the data to vehicles randomly according to its relative popularity. By this simple operation, data can be deployed inside a vehicular network and as a result, data with high popularity tends to have larger number of copies inside the network than lower-popularity data. Performance evaluation shows that our deployment can work well in limited storage.
Keywords :
ad hoc networks; data communication; mobile radio; probability; VANET; popularity-based probabilistic data deployment; vehicular ad-hoc networks; Ad hoc networks; Automotive engineering; Buffer storage; Computer science; Data engineering; Intelligent systems; Mobile communication; Peer to peer computing; Road vehicles; Systems engineering and theory;
Conference_Titel :
Industrial Informatics (INDIN), 2010 8th IEEE International Conference on
Conference_Location :
Osaka
Print_ISBN :
978-1-4244-7298-7
DOI :
10.1109/INDIN.2010.5549596