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A Unified Framework for Flow Classification

机译:流分类统一框架

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IP traffic or Internet flow classification has played an important role in many network activities. Many works have been carried out for the past several years targeting different goals including Quality-of-Service support, security, management, and provisioning. However, these approaches are developed and evaluated separately without a general model that can be used to identify, categorize, and compare them. Thus, it is difficult for a newcomer to understand the principle or flow classification and to find a suitable method for her domain. This paper brings forth a mathematical model that describes the flow classification components and processes on an abstract level. We then classify existing flow classification approaches and compare them in a unified framework.
机译:IP流量或Internet流分类在许多网络活动中发挥了重要作用。过去几年进行了许多作品,其针对不同的目标,包括服务质量支持,安全,管理和供应。但是,这些方法是单独开发和评估的,没有一般模型可用于识别,分类和比较它们。因此,新人难以理解原理或流量分类,并为她的域找到合适的方法。本文提出了一个数学模型,该模型描述了流量分类组件和抽象水平的过程。然后,我们对现有的流分类方法进行分类并将它们与统一框架进行比较。

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