標題: Application-Aware SDN Routing for Big Data Networking
作者: Cheng, Li-Wei
Wang, Shie-Yuan
資訊工程學系
Department of Computer Science
公開日期: 2015
摘要: 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%.
URI: http://hdl.handle.net/11536/136297
ISBN: 978-1-4799-5952-5
期刊: 2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)
Appears in Collections:Conferences Paper