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Provisioning Input and Output Data Rates in Data Processing Frameworks
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Journal Article
Provisioning Input and Output Data Rates in Data Processing Frameworks
2020
Overview
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.
Publisher
Springer Netherlands
