provisioning input and output data rates in data processing frameworks

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.