Abstract
In this paper, we investigate the buffer occupation in wireless social networks. n source nodes are randomly distributed in the networks, and each of them chooses several friend nodes, whose number follows power-law distribution. Two different strategies are proposed to achieve optimal buffer occupation or throughput, and the upper bound and lower bound for buffer size and throughput are also investigated. The results show that there exists trade-off between buffer occupation and throughput, and we also find that the buffer occupation for each node will not increase when the size of network becomes larger, which is opposite to our intuitive understanding.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Li, J., Blake, C., De Couto, D.S.J., Lee, H.I., Morris, R.: Capacity of ad hoc wireless networks. In: International Conference on Mobile Computing and Networking, pp. 61–69 (2001)
Azimdoost, B., Sadjadpour, H.R., Garcia Luna-Aceves, J.J.: Capacity of composite networks: combining social and wireless ad hoc networks. In: Proc. 2011 IEEE Wireless Communications and Networking Conference, pp. 464–468 (2011)
Ning, T., Yang, Z., Wu, H., Han, Z.: Self-Interest-Drive Incentives for Ad Dissemination in Autonomous Mobile Social Networks. In: IEEE International Conference on Computer Communications, INFOCOM, Turin, Italy (April 2013)
Niyato, D., Han, Z., Saad, W., Hjorungnes, A.: A Controlled Coalitional Game for Wireless Connection Sharing and Bandwidth Allocation in Mobile Social Networks. In: IEEE Globe Communication Conference, Miami, FL (November-December 2010)
Zhang, B., Xing, K., Cheng, X., Huang, L., Bie, R.: Traffic Clustering and Online Traffic Prediction in Vehicle Networks: A Social Influence Perspective. In: IEEE INFOCOM, March 25-30, pp. 495–503 (2012)
Quercia, D., Lathia, N., Calabrese, F., Di Lorenzo, G., Crowcroft, J.: Recommending social events from mobile phone location data. In: IEEE 10th Int. Data Mining (ICDM) Conf., 2010, pp. 971–976 (2010)
Lampos, V., Cristianini, N.: Tracking the flu pandemic by monitoring the social web. In: Proc. 2nd Int. Cognitive Information Processing (CIP) Workshop, pp. 411–416 (2010)
Wen, H., Liu, J., Lin, C., Li, P., Fang, Y., Ren, F.: A Storage-friendly Routing Scheme in Intermittently Connected Mobile Network. IEEE Transactions on Vehicular Technology 60(3), 1138–1149 (2011)
Herdtner, J.D., Chong, E.: Throughput-Storage Tradeoff in Ad Hoc Networks. In: IEEE INFOCOM (2005)
Bodas, S., Shakkottai, S., Ying, L., Srikant, R.: Scheduling in Multi-Channel Wireless Networks: Rate Function Optimality in the Small-Buffer Regime. In: Proceedings of the ACM SIGMETRICS/Performance Conference (June 2009)
Wang, X., Yu, T., Xu, Y.: Lower Bound for Node Buffer Size in Intermittently Connected Wireless Networks. IEEE Transactions on Parallel and Distributed Systems 99(1) (2012)
Mislove, A., Marcon, M., Gummadi, K.P., Druschel, P., Bhattacharjee, B.: Measurement and analysis of online social networks. In: ACM IMC, New York, NY, USA, pp. 29–42 (2007)
Ahn, Y.-Y., Han, S., Kwak, H., Moon, S., Jeong, H.: Analysis of topological characteristics of huge online social networking services. In: Proc. of ACM WWW, New York, NY, USA, pp. 835–844 (2007)
Yan, Y., Huang, J., Wang, J.: Dynamic Bargaining for Relay-Based Cooperative Spectrum Sharing. IEEE Journal on Selected Areas in Communications 31(8), 1–14 (2013)
Wu, C., Mohsenian-Rad, A.H., Huang, J.: Vehicle-to-Aggregator Interaction Game. IEEE Transactions on Smart Grid 3(1), 434–442 (2012)
Zhu, X., Li, P., Fang, Y., Wang, Y.: Throughput and Delay in Cooperative Wireless Networks With Partial Infrastructure. IEEE Transactions on Vehicular Technology 58(8), 4620–4627 (2009)
Zhang, B., Cheng, X., Bie, R., Chen, D.: A Community Based Vaccination Strategy Over Mobile Phone Records. In: ACM MHealthSys. (2012)
Xu, Y., Wang, X.: Fundamental Lower Bound for Node Buffer Size in Intermittently Connected Wireless Networks. In: IEEE INFOCOM, Shanghai, China, pp. 972–980 (2011)
Stuijk, S., Geilen, M., Basten, T.: Exploring trade-offs in buffer requirements and throughput constraints for synchronous dataflow graphs. In: Proceedings of the 43rd Annual Design Automation Conference, pp. 899–904 (2006)
Wang, C., Li, X., Jiang, C., Tang, S., Liu, Y., Zhao, J.: Scaling Laws on Multicast Capacity of Large Scale Wireless Networks. In: IEEE INFOCOM, pp. 1863–1871 (2009)
Franceschetti, M., Dousse, O., Tse, D.N.C., Thiran, P.: Closing the Gap in the Capacity of Wireless Networks Via Percolation Theory. IEEE Transactions on Information Theory 53, 1009–1018 (2007)
Grimmett, G.R.: Percolaiton. Springer (1999)
Penrose, M.: Random Geometric Graphs. Oxford University Press, New York (2003)
El Gammal, A., Mammen, J., Prabhakar, B., Shah, D.: Throughput-Delay Trade-off in Wireless Networks. In: Proc. IEEE INFOCOM, Hong Kong, pp. 464–475 (2004)
Xue, F., Kumar, P.R.: Scaling laws for ad hoc wireless networks: an information theoretic approach. Found. Trends Netw. 1(2), 145–270 (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Yu, T., Tian, X., Yang, F., Wang, X. (2013). Buffer Occupation in Wireless Social Networks. In: Ren, K., Liu, X., Liang, W., Xu, M., Jia, X., Xing, K. (eds) Wireless Algorithms, Systems, and Applications. WASA 2013. Lecture Notes in Computer Science, vol 7992. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39701-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-39701-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39700-4
Online ISBN: 978-3-642-39701-1
eBook Packages: Computer ScienceComputer Science (R0)