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A Distributed Load Balancing Algorithm for Structured P2P Systems

机译:结构化P2P系统的分布式负载均衡算法。

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In structured P2P system, DHT abstraction and the heterogeneity of node capacity could result in a load imbalance problem. Existing load balancing approaches have two limitations. First, they do not take the link latency into account when moving loads, thus loads may be transferred between two nodes with large link latency. Second, they heavily rely on some nodes of fixed logical locations in the system, which could overload these nodes and make them vulnerable. This paper presents a distributed load balancing algorithm. Each peer node periodically aggregates local loads information based on local neighborhood information, and a heuristic algorithm is used when transferring loads from heavy nodes to light nodes. Our algorithm not only utilizes the proximate relationships of nodes in the physical networks, but also manages to achieve a good tradeoff between the quality of load balance and the load movement cost. The results of our intensive simulation experiments show that our algorithm can not only achieve a good load balance, but also save the bandwidth by more than 23%.
机译:在结构化的P2P系统中,DHT抽象和节点容量的异构性可能会导致负载不平衡的问题。现有的负载平衡方法有两个局限性。首先,它们在移动负载时没有考虑链路延迟,因此负载可能会在两个具有较大链​​路延迟的节点之间转移。其次,它们严重依赖系统中固定逻辑位置的某些节点,这可能会使这些节点过载并使它们容易受到攻击。本文提出了一种分布式负载均衡算法。每个对等节点根据本地邻域信息定期聚合本地负载信息,并且在将负载从重节点传输到轻节点时使用启发式算法。我们的算法不仅利用物理网络中节点的近距离关系,而且还设法在负载平衡质量和负载移动成本之间取得良好的折衷。大量仿真实验的结果表明,该算法不仅可以实现良好的负载均衡,而且可以节省23%以上的带宽。

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