This paper is motivated by the need of deadline-bounded applications in live mobile network environments to obtain the guarantee and the appropriate share of an input and output (I/O) data rate. However, data processing frameworks only support the request of memory and the computing capacity at present. In this paper, we propose a solution that allows the control of disk I/O and network I/O for data processing applications in YARN and Mesos frameworks. Experimental results show that our tool can provision the I/O data rate sharing of competing data processing applications.

中文翻译：

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在数据处理框架中配置输入和输出数据速率

本文的出发点是，在实时移动网络环境中，有限时限制的应用程序需要获得输入和输出（I / O）数据速率的保证和适当的份额。但是，数据处理框架目前仅支持存储请求和计算能力。在本文中，我们提出了一种解决方案，该解决方案允许针对YARN和Mesos框架中的数据处理应用程序控制磁盘I / O和网络I / O。实验结果表明，我们的工具可以提供竞争数据处理应用程序的I / O数据速率共享。