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On the Feasibility of Dynamic Superpeer Ratio Maintenance

机译:论动态超级连通率维护的可行性

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The notion of "superpeer" has been shown to be very effective to increase the scalability of P2P applications. For superpeer systems to work, it is critical to preserve the optimal ratio between the number of superpeers and normal peers participating in the overlay. This requires that peers change dynamically their role (i.e., from superpeer to normal peer and vice versa) in the presence of node arrivals and departures, a problem that is hard to solve if no peer has global knowledge of the network. In this article, we first investigate the feasibility of superpeer ratio maintenance when each peer can decide to be a superpeer independently of each other. We then show how this problem can be treated as an optimization problem, and we propose a distributed algorithm, based on particle swarm optimization (PSO), to solve it. Our simulation results prove the viability of a PSO-based approach for this problem.
机译:“SuperPeer”的概念已被证明是非常有效的,可以提高P2P应用的可扩展性。对于Superpeer系统工作,保留在参与覆盖层的叠加器数量和正常同行之间的最佳比率至关重要。这要求对等体动态地改变它们的角色(即,从SuperPeer到正常的对等体,反之亦然)在节点到达和出发的情况下,如果没有对等方具有全局网络的知识,难以解决的问题。在本文中,我们首先调查SuperPeer比率维护的可行性,当每个对等体可以决定彼此独立的超级连续性时。然后,我们展示了如何将此问题视为优化问题,并且我们提出了一种基于粒子群优化(PSO)的分布式算法来解决它。我们的仿真结果证明了基于PSO的方法对此问题的可行性。

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