Emulation of burst-based adaptive link rates in NetFPGA towards green networking

In recent times, energy consumption in communication media has been increasing drastically. In the literature, energy-saving techniques that enable network devices to enter sleep state or limit the data rate have been proposed to reduce energy costs. In our earlier work, we proposed an energy-saving technique called burst-based adaptive link rate BBALR , the simulation of which assures increased energy savings. In this paper, we have emulated the hardware implementation of BBALR and compared its performance with the outputs of other prominent energy-saving policies based on dynamic link rate adaption. The energy savings are mapped from the measured sleep time and reference power values. We have used NetFPGA as the testbed, which is a research platform for building real-time network hardware prototypes.

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  • [1] GeSI. Accenture Strategy. ICT Solutions for 21st Century Challenges. SMARTer 2030 - Research Report, 2015.
  • [2] GeSI. The Boston Consulting Group. The Role of ICT in Driving Sustainable Future. SMARTer 2020 - Research Report, 2012.
  • [3] Maaloul R, Chaari L, Cousin B. Energy energy saving in carrier-grade networks: a survey. Computer Standards & Interfaces 2018; 55 (1): 8âffff26.
  • [4] Tuysuz M, Ankarali Z, Gozupek D. A survey on energy efficiency in software defined networks. Computer Networks 2017; 113 (1): 188âffff204.
  • [5] Nedevschi S, Popa L, Iannaccone G, Ratnasamy S, Wetherall D. Reducing network energy consumption via sleeping and rate-adaptation. In: NSDI’08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation; San Francisco, CA, USA; 2008. pp. 323âffff336.
  • [6] Zilberman N, Audzevich Y, Covington G, Moore A. NetFPGA SUME: Toward 100 Gbps as research commodity. IEEE Micro Magazines 2014; 34: 32âffff41.
  • [7] Meng J, Ren F, Jiang W, Lin C. Modeling and understanding burst transmission algorithms for energy efficient ethernet. In: IEEE/ACM 21st International Symposium on Quality of Service(IWQOS); Montreal, Canada; 2013. pp. 173âffff182.
  • [8] Herreria-Alonso S, Rodiguez M, Veiga M, Lopez-Gracia C. A power saving model for burst transmission in energyefficient ethernet. IEEE Communications Letters 2011; 15 (5): 584âffff586.
  • [9] Zilberman N, Audzevich Y, Kalogeridou G, Bojan N, Zhan J. NetFPPA-rapid prototyping of high bandwidth devices in open source. In: 25th International Conference on Field Programmable Logic and Applications(FPL); London, UK; 2015. p. 1.
  • [10] Gunaratne C, Christensen K, Suen S, Nordman B. Ethernet Adaptive Link Rate (ALR): Analysis of a buffer threshold policy. IEEE Globecom 2008; 57 (1): 1âffff6.
  • [11] Gunaratne C, Christensen K, Nordman B, Suen S. Reducing the energy consumption of ethernet with Adaptive Link Rate (ALR). IEEE Transactions on Computers. 2008; 57 (4): 448âffff461.
  • [12] Sowmiya N, Hamead H, Mirnalinee TT. Adaptive link rates for burst based transmission towards the prosperity of green networks. IEEE International Conference on Advanced Networks and Telecommunications System; Bangalore, India; 2017. p. 1âffff6.
  • [13] Jin S, Fan R, Yue W. A hybrid energy saving strategy with LPI and ALR for energy efficient ethernet. In: 2nd International Conference on Computer Science and Network Technology; Changchun, China; 2013. pp. 311âffff315.
  • [14] Michalski M. The system for delay measurement in ethernet networks on NetFPGA cards. In: IEEE 15th International Conference on High Performance Switching and Routing; Vancouver, Canada; 2014. pp. 1âffff4.
  • [15] Martà nez-Aguilar R, Fernández G. Implementation of stateless routing mechanisms for multicast traffic on NetFPGA card. In: IEEE Colombian Conference on Communication and Computing; Popayan, Colombia; 2015. pp. 1âffff5.
  • [16] Michalski M, Sielach T. The analysis of time reaction in OpenFlow switches in NetFPGA cards and ROFL. In: 2015 International Symposium on Networks, Computers and Communications; Hammamet, Tunisia; 2015. pp. 1âffff5.
  • [17] Cao J, Zheng X, Sun L, Jin J. The development status and trend of NetFPGA. In: 2015 International Conference on Network and Information Systems for Computers; Wuhan, China; 2015. pp. 101âffff105.
  • [18] Seovic J, Takov S, Velickovic J, Smiljanic A. Network topology exchange between NetFPGA-10G and quagga routing platforms. In: 23rd Telecommunications Forum Telfor; Belgrade, Serbia; 2015. pp. 63âffff66.
  • [19] Jin J, Sun L, Guo F, Wang X. Low power design for on-chip networking processing system. In: 28th IEEE International System-on-Chip Conference; Beijing, China; 2015. pp. 167âffff172.
  • [20] Chouhan T. Implementation of present cryptographical algorithm for the encryption of messages in NETFPGA 1G. In: International Conference on Computational Intelligence and Communication Networks; Jabalpur, India. 2015. pp. 1115âffff1119.
  • [21] Su T, You L, Wang Q, Hou C. The high speed switching experiment based on NetFPGA SUME. In: 11th International Conference on Computer Science & Education; Nagoya, Japan; 2016. pp. 652âffff657.
  • [22] Dorosh S, Debita G, Schauer P. Network hardware analyzer based on NetFPGA 1G. In: IEEE 26th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises; Poznan, Poland; 2017. pp. 150âffff154.
  • [23] Cerovic D, Piccolo V, Amamou A, Haddadou K, Pujolle G. Fast packet processing: a survey. IEEE Communications Surveys & Tutorials 2018; 20 (4): 3645âffff3676.
  • [24] Duan T, Lan J, Hu Y, Liu S. A reconfigurable hardware architecture for packet processing. Chinese Journal of Electronics 2018; 27 (2): 428âffff432.
  • [25] Oeldemann A, Wild T, Herkersdorf A. FlueNT10G: A programmable FPGA-based network tester for multi-10- gigabit ethernet. In: 28th International Conference on Field Programmable Logic and Applications; Dublin, Ireland; 2018. pp. 179âffff185.
  • [26] Guo F, Ormand O, Collier M, Wang X. Power measurement of NetFPGA based router. In: IEEE Online Conference on Green Communications; 2012. pp. 3814âffff3827.
  • [27] Guo F, Wang X, Song M, Wei Y, Ormond O. Greening the NetFPGA reference router. Energies 2016; 9 (7): 500âffff521.
  • [28] Song T, Jiang Z, Wei Y, Ma X, Ormand O et al. Traffic aware energy efficient router: Architecture, prototype, and algorithms. IEEE Journal on Selected Areas in Communications 2016; 34 (12): 3814âffff3827.