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On resource management in multi-service network

机译:关于多服务网络资源管理

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In present work we address a problem of optimal resource partitioning in high-speed network with heterogeneous traffic classes and differentiated QoS requirements. The problem arguments are bandwidth and network-edge buffer space allocations for end-to-end connections. The problem formulation can take into account sensitivity variation of application performance for both aggregated and single service requests. The proposed method is recursive and solves two problems on each iteration step. The first step defines optimal relations between network media, equipment performance parameters and selected routing scheme in accordance with generalized mean of links and network nodes loads. Mutual influence of flows in the network is considered on this stage. The second stage is intended to provide optimal bandwidth and buffer size allocation parameters under network resource and QoS constraints. At this stage, stochastic resource allocation problem formulation with piecewise linearization of non-linear constraints is applied. We use connection request distribution, average connection duration time and quantity of information exchange as sensitive parameters in post optimal analysis to improve solution convergence to optimal tradeoff between resource allocation and acceptable application performance.
机译:在目前的工作中,我们解决了具有异构流量类的高速网络中最佳资源分区的问题,以及不同的QoS要求。问题参数是用于端到端连接的带宽和网络边沿缓冲空间分配。问题制定可以考虑聚合和单服务请求的应用程序性能的灵敏度变化。所提出的方法是递归的,解决每个迭代步骤的两个问题。第一步是根据链路和网络节点的广义均值来定义网络媒体,设备性能参数和所选路由方案之间的最佳关系。在这个阶段考虑了网络中流动的相互影响。第二阶段旨在在网络资源和QoS约束下提供最佳的带宽和缓冲大小分配参数。在此阶段,应用了具有非线性约束的分段线性化的随机资源分配问题。我们使用连接请求分发,信息交换的平均连接持续时间和数量作为最佳分析后的敏感参数,以提高解决方案融合在资源分配和可接受的应用程序性能之间的最佳权衡。

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