具有流量预测的实时RPC的QoS代理体系结构

Pedro Northon Nobile, R. Lopes, C. E. Morón, L. Trevelin
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引用次数: 10

摘要

目前,有许多研究工作集中在为实时多媒体应用提供QoS保障的体系结构的创建上。然而,这些架构不支持rt - rpc的流量,因为rt - rpc的要求(即优先级和截止日期)比多媒体应用程序更难。这项工作的目的是提出一种使用Box-Jenkins时间序列模型的rt - rpc的QoS代理架构,以预测通过代理的rt - rpc的未来流量特征,允许预期分配必要的资源来参加预测的需求和策略选择,旨在使代理适应其网络环境的状态。
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QoS Proxy Architecture for Real Time RPC with Traffic Prediction
Currently, there are many research works focused at the creation of architectures that support QoS for real time multimedia applications guarantees. However, those architectures do not support the traffic of RT-RPCs whose requirements (i.e. priority and deadline) are harder than those of multimedia applications. The aim of this work is to propose an architecture of QoS proxy for RT-RPCs that uses Box-Jenkins time series models in order to predict future traffic characteristics of RT-RPCs that pass through the proxy, allowing the anticipated allocation of the necessary resources to attend the predicted demand and the choice of policies aimed at the adaptation of the proxy to the states of its network environment.
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