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

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 toreduce 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 hardwareimplementation of BBALR and compared its performance with the outputs of other prominent energy-saving policiesbased on dynamic link rate adaption. The energy savings are mapped from the measured sleep time and reference powervalues. We have used NetFPGA as the testbed, which is a research platform for building real-time network hardwareprototypes.

___

  • [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): 8â 26.
  • [4] Tuysuz M, Ankarali Z, Gozupek D. A survey on energy efficiency in software defined networks. Computer Networks 2017; 113 (1): 188â 204.
  • [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. 323 336.
  • [6] Zilberman N, Audzevich Y, Covington G, Moore A. NetFPGA SUME: Toward 100 Gbps as research commodity. IEEE Micro Magazines 2014; 34: 32â 41.
  • [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. 173â 182.
  • [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): 584â 586.
  • [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): 1â 6.
  • [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): 448â 461.
  • [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. 1â 6.
  • [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. 311â 315.
  • [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. 1â 4.
  • [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. 1â 5.
  • [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. 1â 5.
  • [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. 101â 105.
  • [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. 63â 66.
  • [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. 167â 172.
  • [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. 1115â 1119.
  • [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. 652â 657.
  • [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. 150â 154.
  • [23] Cerovic D, Piccolo V, Amamou A, Haddadou K, Pujolle G. Fast packet processing: a survey. IEEE Communications Surveys & Tutorials 2018; 20 (4): 3645â 3676.
  • [24] Duan T, Lan J, Hu Y, Liu S. A reconfigurable hardware architecture for packet processing. Chinese Journal of Electronics 2018; 27 (2): 428â 432.
  • [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. 179â 185.
  • [26] Guo F, Ormand O, Collier M, Wang X. Power measurement of NetFPGA based router. In: IEEE Online Conference on Green Communications; 2012. pp. 3814â 3827.
  • [27] Guo F, Wang X, Song M, Wei Y, Ormond O. Greening the NetFPGA reference router. Energies 2016; 9 (7): 500â 521.
  • [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): 3814â 3827.
Turkish Journal of Electrical Engineering and Computer Sciences-Cover
  • ISSN: 1300-0632
  • Yayın Aralığı: Yılda 6 Sayı
  • Yayıncı: TÜBİTAK
Sayıdaki Diğer Makaleler

Optimization of real-world outdoor campaign allocations

Altuğ ÜSTÜN, Sanem SARIEL, Fatmanur AKDOĞAN, Ercan PEKER, Doğan ALTAN

Peak shaving and technical loss minimization in distribution grids: a time-of-use-based pricing approach for distribution service tariffs

Osman Bülent TÖR, Deren ATLI, Saeed TEIMOURZADEH, Adela BARA, Mehmet KOÇ, Simona Vasilica OPREA, Mahmut Erkut CEBECİ

Implicit relation-based question answering to answer simple questions over DBpedia

Afsaneh FATEMI, Maryam JAMEHSHOURANI, Mohammad Ali NEMATBAKHSH

Adjustable testing setup for a single-loop optoelectronic oscillator with an electrical bandpass filter

Izzat DARWAZEH, Temitope ODEDEYI, Andrej LAVRIC, Bostjan BATAGELJ, Mehmet Alp ILGAZ

Experimental and predicted XLPE cable insulation properties under UV radiation

Sébastien RONDOT, Madjid TEGUAR, Mustapha MOUDOUD, Abdallah HEDIR, Ali BECHOUCHE, Omar LAMROUS

A GA-based adaptive mechanism for sensorless vector control of induction motor drives for urban electric vehicles

Asma BOULMANE, Marouane BOUCHOUIRBAT, Driss BELKHAYAT, Youssef ZIDANI

The impact of text preprocessing on the prediction of review ratings

Muhittin IŞIK, Hasan DAĞ

A new semiempirical model determining the dielectric characteristics of citrus leaves for the remote sensing at C band

Habib DOĞAN, İbrahim Bahadır BAŞYİĞİT, Abdullah GENÇ

Selective personalization and group profiles for improved web search personalization

İlyas ÇİÇEKLİ, Samira KARIMI MANSOUB, Gönenç ERCAN

Deep temporal motion descriptor (DTMD) for human action recognition

Nudrat NIDA, Muhammad Haroon YOUSAF, Sergio A. VELASTIN, Aun IRTAZA