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2010 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems
On the Relevance of Social Information to Opportunistic Forwarding
Miami, Florida
August 17-August 19
ISBN: 978-0-7695-4197-6
| ASCII Text | x | ||
| Abderrahmen Mtibaa, Martin May, Mostafa Ammar, "On the Relevance of Social Information to Opportunistic Forwarding," 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pp. 141-150, 2010 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 2010. | |||
| BibTex | x | ||
| @article{ 10.1109/MASCOTS.2010.23, author = {Abderrahmen Mtibaa and Martin May and Mostafa Ammar}, title = {On the Relevance of Social Information to Opportunistic Forwarding}, journal ={2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems}, volume = {0}, year = {2010}, issn = {1526-7539}, pages = {141-150}, doi = {http://doi.ieeecomputersociety.org/10.1109/MASCOTS.2010.23}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems TI - On the Relevance of Social Information to Opportunistic Forwarding SN - 1526-7539 SP141 EP150 A1 - Abderrahmen Mtibaa, A1 - Martin May, A1 - Mostafa Ammar, PY - 2010 KW - social graph KW - opportunistic networks KW - forwarding VL - 0 JA - 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems ER - | |||
In opportunistic ad-hoc networks, multi-hop data transfer over contemporaneous paths is unlikely since the devices are often disconnected from each other. However, data can still be stored and forwarded over time in an opportunistic hop-by-hop manner. Previous work has considered how the availability of various types of information such as social relationships can be used to guide forwarding algorithm to make better decisions and bring messages closer to the destination. This implicitly assumes that opportunistic contacts relate with the social property of node. However, the impact of such correlation between social and contact properties on social forwarding performances remains largely unexplored. In this paper we argue that the relevance of such social information (social inputs) is as important as designing a new social forwarding algorithms. We examine multiple datasets to determine the impact of correlation, if any, between social information of individuals and their mobility patterns on the forwarding performances. We propose methods which process the social inputs to improve the relevance of such social information to forwarding. We show that our processing methods could improve the success rate performances of many social forwarding algorithms by more than 30%.
Index Terms:
social graph, opportunistic networks, forwarding
Citation:
Abderrahmen Mtibaa, Martin May, Mostafa Ammar, "On the Relevance of Social Information to Opportunistic Forwarding," mascots, pp.141-150, 2010 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 2010
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