期刊文献+

Optimizing the Resource Utilization of Datacenter Networks with OpenFlow 被引量:3

Optimizing the Resource Utilization of Datacenter Networks with OpenFlow
下载PDF
导出
摘要 Decreasing the flow completion time(FCT) and increasing the throughput are two fundamental targets in datacenter networks(DCNs), but current mechanisms mostly focus on one of the problems. In this paper, we propose OFMPC, an Open Flow based Multi Path Cooperation framework, to decrease FCT and increase the network throughput. OFMPC partitions the end-to-end transmission paths into two classes, which are low delay paths(LDPs) and high throughput paths(HTPs), respectively. Short flows are assigned to LDPs to avoid long queueing delay, while long flows are assigned to HTPs to guarantee their throughput. Meanwhile, a dynamic scheduling mechanism is presented to improve network efficiency. We evaluate OFMPC in Mininet emulator and a testbed, and the experimental results show that OFMPC can effectively decrease FCT. Besides, OFMPC also increases the throughput up to more than 84% of bisection bandwidth. Decreasing the flow completion time(FCT) and increasing the throughput are two fundamental targets in datacenter networks(DCNs), but current mechanisms mostly focus on one of the problems. In this paper, we propose OFMPC, an Open Flow based Multi Path Cooperation framework, to decrease FCT and increase the network throughput. OFMPC partitions the end-to-end transmission paths into two classes, which are low delay paths(LDPs) and high throughput paths(HTPs), respectively. Short flows are assigned to LDPs to avoid long queueing delay, while long flows are assigned to HTPs to guarantee their throughput. Meanwhile, a dynamic scheduling mechanism is presented to improve network efficiency. We evaluate OFMPC in Mininet emulator and a testbed, and the experimental results show that OFMPC can effectively decrease FCT. Besides, OFMPC also increases the throughput up to more than 84% of bisection bandwidth.
出处 《China Communications》 SCIE CSCD 2016年第3期1-11,共11页 中国通信(英文版)
基金 supported by the State Key Development Program for Basic Research of China under Grant No.2012CB315806 the National Natural Science Foundation of China under Grant Nos.61103225 and 61379149 Jiangsu Province Natural Science Foundation of China under Grant No.BK20140070 Jiangsu Future Networks Innovation Institute Prospective Research Project on Future Networks under Grant No.BY2013095-1-06
关键词 datacenter flow completion times muitipath openflow 网络效率 数据中心 资源优化利用 完成时间 调度机制 吞吐量 MPC 网络模拟器
  • 相关文献

参考文献24

  • 1M. Alizadeh, A. Greenberg, D. Maltz, et al, "Da- tacenter TCP (DCTCP)," In Proc. SIGCOMM, New Delhi, India, 2010, pp.63-74.
  • 2M. Alizadeh, A. Kabbani, 1. Edsall, B. Prabhakar, A. Vahdat, and M. Yasuda, "Less is more: Trading a little bandwidth for ultraqow latency in the data center," In Proc. NSDI, San Jose, CA, 2012, pp. 253-266.
  • 3C. Wilson, H. Ballani, T. Karagiannis, and A. Rowstron, "Better never than late: Meeting deadlines in datacenter networks," In Proc. SlG- COMM, Toronto, Canada, 2011, pp. 50-61.
  • 4C.Y. Hong, M. Caesar, and R B. Godfrey, "Finish- ing flows quickly with preemptive scheduling," In Proc. SlGCOMM, Helsinki, Finland, 2012, pp.127-138.
  • 5M. Alizadeh, T. Edsall, S. Dharmapurikar, et al, "CONGA: Distributed congestion-aware load balancing for datacenters," In Proc. SIGCOMM, Chicago, USA, 2014, pp. 503-514.
  • 6J. Mudigonda, R Yalagandula, M. AI-Fares, and J. C. Mogul, "Spain: Cots data-center ethernet for multipathing over arbitrary topologies," In Proc NSDI, San Jose, California, 2010, pp. 265-280.
  • 7T. Benson, A. Anand, A. Akella, and M. Zhang, "MicroTE: Fine grained traffic engineering for datacenters," In Proc. CoNEXT, Bassenge, Bel- gium, 2011, pp. 8-19.
  • 8H. Xu, B.-C. Li, "RepFIow: Minimizing Flow Com- pletion Times with Replicated Flows in Data Centers. In Proc. INFOCQM, Toronto, Canada, 2014. 1581-1589.
  • 9D. Gross, J. F. Shortle, J. M. Thompson, and C. M. Harris. Fundamentals of Queueing Theory. Wiley-lnterscience, 2008.
  • 10N. McKeown, 1. Anderson, H. Balakrishnan, et al, "OpenFIow: enabling innovation in campus networks," ACM SlGCOMM Computer Commu- nication Review, 2008, Vol.38, No.2, pp.69-74.

同被引文献10

引证文献3

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部