@inproceedings{24d88ae8471b4aad886ddce505d5e379,
title = "Application-aware SDN routing for big data networking",
abstract = "Big-Data applications need to shuffle their data over a network in a very large amount. The ability to efficiently allocate network resources to quickly finish the shuffle greatly affects the overall processing speed of Big-Data applications. The recent emergence of software-defined networking (SDN) technology makes it easier for the network to integrate with a Big-Data application. The network can allocate network resources based on an application's run-time requirements to accelerate the speed of Big-Data delivery. In this paper, we used Hadoop as a Big-Data application platform and designed an application-aware SDN routing scheme for Hadoop to accelerate its MapReduce data shuffling over a network. Our results show that our method can outperform the ECMP-RR scheme by up to 20% and outperform the Spanning Tree method and the Floodlight OpenFlow controller by up to 70%.",
author = "Cheng, {Li Wei} and Shie-Yuan Wang",
year = "2015",
month = jan,
day = "1",
doi = "10.1109/GLOCOM.2014.7417577",
language = "English",
series = "2015 IEEE Global Communications Conference, GLOBECOM 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2015 IEEE Global Communications Conference, GLOBECOM 2015",
address = "美國",
note = "58th IEEE Global Communications Conference, GLOBECOM 2015 ; Conference date: 06-12-2015 Through 10-12-2015",
}