Abstract
While simulating a P2P system with distributed simulator, it generally requires that one single large network topology should be pre-divided into some small sub-nets, each of which denotes a group of peers in the P2P system. Because of interconnectivity of the simulated network, the sub-nets running on different simulation node must exchange message with each other to complete the simulation task. Based on the knowledge of degree sequence and breadth-first search, this paper proposes a novel approximate algorithm of k-graph partition. By this optimized algorithm, a large P2P network topology can be divided into k sub-nets while not only the traffic among different sub-net is minimized, but also the tasks of simulation are balanced. Through the analysis of time complexity, load balance and edge-cut experimental results for different network topology, it shows our algorithm is a feasible method applied for distributed P2P simulation systems.
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Wu, C., Zhou, S., Wei, L., Luo, J., Wang, Y., Yang, X. (2007). A New k-Graph Partition Algorithm for Distributed P2P Simulation Systems. In: Jin, H., Rana, O.F., Pan, Y., Prasanna, V.K. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2007. Lecture Notes in Computer Science, vol 4494. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72905-1_35
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DOI: https://doi.org/10.1007/978-3-540-72905-1_35
Publisher Name: Springer, Berlin, Heidelberg
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