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A dynamic load balancing algorithm for Quality of Service and mobility management in next generation home networks

机译:用于下一代家庭网络中服务质量和移动性管理的动态负载平衡算法

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摘要

Heterogeneity of connection technologies and nodes mobility open new challenges in home networks control strategies. Moreover, user's needs are changing towards applications requiring high transmission speeds such as 3D gaming, enhanced interactivity and high definition video. Each of those applications puts several constraints on the network capabilities to guarantee requirements on the Quality of Service. In this paper we introduce an innovative concept based on fast load balancing algorithm operating on top of a convergence layer, in order to rapidly react to network changes and contemporaneously to satisfy strict application demands. We formulated the load balancing problem as a Multi-Commodity Flow and resolved it with a column generation approach using Lagrangian Relaxation and Dijkstra algorithm. The load balancing problem computational complexity is decreased with respect to state of the art load balancing solutions based on linear programming techniques. Proof of concept simulation results are reported.
机译:连接技术的异质性和节点移动性在家庭网络控制策略中提出了新的挑战。此外,用户的需求正在向要求高传输速度的应用程序转变,例如3D游戏,增强的交互性和高清视频。这些应用程序中的每一个都对网络功能施加了一些限制,以保证对服务质量的要求。在本文中,我们介绍了一种基于在收敛层之上运行的快速负载平衡算法的创新概念,以快速响应网络变化并同时满足严格的应用需求。我们将负载平衡问题表述为多商品流,并使用拉格朗日松弛法和Dijkstra算法通过列生成方法解决了该问题。相对于基于线性编程技术的最新负载均衡解决方案,降低了负载均衡问题的计算复杂性。报告了概念验证结果。

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