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2 December 2005 Power-law characteristic based research on unstructured P2P broadcast mechanism
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Proceedings Volume 6045, MIPPR 2005: Geospatial Information, Data Mining, and Applications; 60451R (2005) https://doi.org/10.1117/12.651247
Event: MIPPR 2005 SAR and Multispectral Image Processing, 2005, Wuhan, China
Abstract
The information source of spatial data is wide and the data quantity is huge. It is not suitable to manage and share spatial data under centralized structure. Because Peer-to-Peer (P2P) systems have shown great potential on file sharing, using P2P system to manage distributed spatial data is an efficient way. Flooding-based broadcasting is the widely used mechanism in many current large-scale P2P systems .This mechanism usually lead to serious communication cost problem. Based on the observation of the small world and power-low properties of unstructured peer-to-peer networks as large-scale, self-configure, and dynamic complex systems, a probabilistic model of message forwarding is presented. This model use rumor spreading mechanism and preferential spreading to accommodate the clustering and power law characteristics. Mathematical analyses and preliminary simulation show that this approach could sharply optimize the communication cost in current P2P systems based on flooding mechanism.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Daquan Tang, Kaige Huang, Mingke He, Qingsong Meng, and Yong Zhang "Power-law characteristic based research on unstructured P2P broadcast mechanism", Proc. SPIE 6045, MIPPR 2005: Geospatial Information, Data Mining, and Applications, 60451R (2 December 2005); https://doi.org/10.1117/12.651247
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