Agile Traffic Merging for DCNs

Data center networks (DCNs) have been growing in size and their power consumption is becoming a matter of concern. Many recent papers, including ElasticTree and CARPO, propose new near-energy-proportional DCNs, aiming at reducing the power consumption by dynamically powering off idle network switches and links. In this paper, we examine the power optimization model for DCNs, and present a scalable heuristic algorithm that finds a near-optimal subset of network switches and links that satisfies a given traffic load and consumes minimal power. Furthermore, we apply merge networks to each switch in order to power off the idle interfaces of the active switches, thus further reducing the energy consumption of active switches and achieving greater energy savings than ElasticTree. We finish by simulating large-scale fat-tree DCNs and comparing the energy cost of our techniques versus the ElasticTree method. The results demonstrate that our solution is more energy efficient.

[1]  Sujata Banerjee,et al.  ElasticTree: Saving Energy in Data Center Networks , 2010, NSDI.

[2]  Antony Rowstron,et al.  Symbiotic routing in future data centers , 2010, SIGCOMM 2010.

[3]  Lei Shi,et al.  Dcell: a scalable and fault-tolerant network structure for data centers , 2008, SIGCOMM '08.

[4]  David A. Maltz,et al.  Network traffic characteristics of data centers in the wild , 2010, IMC '10.

[5]  Chen Zhi,et al.  Saving Energy in Data Center Networks with Traffic-Aware Virtual Machine Placement , 2013 .

[6]  M. Listanti,et al.  Comparison in power consumption of MVMC and BENES optical packet switches , 2011, 2011 16th European Conference on Networks and Optical Communications.

[7]  Xiaodong Wang,et al.  CARPO: Correlation-aware power optimization in data center networks , 2012, 2012 Proceedings IEEE INFOCOM.

[8]  William J. Dally,et al.  Flattened butterfly: a cost-efficient topology for high-radix networks , 2007, ISCA '07.

[9]  H. Jonathan Chao,et al.  Switch sizing for energy-efficient datacenter networks , 2014, PERV.

[10]  Ming Zhang,et al.  Understanding data center traffic characteristics , 2010, CCRV.

[11]  Amin Vahdat,et al.  A scalable, commodity data center network architecture , 2008, SIGCOMM '08.

[12]  M. Listanti,et al.  Evaluation of power consumption of Spanke Optical Packet Switch , 2011, ICTC 2011.

[13]  Hong Liu,et al.  Energy proportional datacenter networks , 2010, ISCA.

[14]  Rajesh Gupta,et al.  Path Consolidation for Dynamic Right-Sizing of Data Center Networks , 2013, 2013 IEEE Sixth International Conference on Cloud Computing.

[15]  Candy Yiu,et al.  Putting the cart before the horse: merging traffic for energy conservation , 2011, IEEE Communications Magazine.

[16]  Charles Clos,et al.  A study of non-blocking switching networks , 1953 .

[17]  Suresh Singh,et al.  Greening of the internet , 2003, SIGCOMM '03.

[18]  Haitao Wu,et al.  BCube: a high performance, server-centric network architecture for modular data centers , 2009, SIGCOMM '09.