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Published November 28, 2020 | Version v2
Conference paper Open

Debunking the "Green" NFV Myth: An Assessment of the Virtualization Sustainability in Radio Access Networks

  • 1. S2N National Lab., CNIT, Italy DITEN, University of Genoa, Italy
  • 2. DITEN, University of Genoa, Italy
  • 3. S2N National Lab., CNIT, Italy

Description

Since the adoption of virtualization paradigms is seen as a viable way to fulfil the requirements of next-generation applications in a sustainable way, this paper examines the virtualization of the Radio Access Network (RAN), focusing on the C-RAN architecture, in order to better understand the impact of NFV technologies on power consumption and costs in real networks. The evaluation compares the power consumption obtained by deploying the Base Band Unit (BBU) using commercial devices or pools of Virtual Network Functions (VNFs). Publicly available datasets describing the traffic and the eNodeBs have been used for the evaluation, as well as datasheets for both the commercial devices and the VNF pools. Results show that the usage of the virtualized BBU causes consumptions around 250% higher with respect to the commercial deployment, and operation and capital costs over 66% higher, contradicting the common belief of NFV being a “green”technology. Further estimates conducted in this paper, however, highlight how the deployment of VNFs alongside specialized hardware solutions can represent a successful approach fortelecom providers, with energy savings up to 20% and costs inline with the ones of dedicated hardware deployments.

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Additional details

Funding

SPIDER – a cyberSecurity Platform for vIrtualiseD 5G cybEr Range services 833685
European Commission

References

  • "5G Vision - The 5G Infrastructure Public Private Partnership: the next generation of communication networks and services", URL: https://5gppp. eu/wp-content/uploads/2015/02/5G-Vision-Brochure-v1.pdf.
  • M. Chiosi et al., "Network Functions Virtualization: An Introduction, Benefits, Enablers, Challenges and Call For Action," In Proceedings of the SDN and OpenFlow World Congress, Darmstadt, Germany. ETSI White Paper. URL: https://portal.etsi.org/nfv/nfv_white_paper.pdf
  • R. Bolla, R. Bruschi, F. Davoli, C. Lombardo, J.F. Pajo, O.R. Sanchez, "The Dark Side of Network Functions Virtualization: A Perspective on the Technological Sustainability", Proc. IEEE Int. Conf. Commun. (ICC 2017), May 2017.
  • "C-RAN the road towards green ran," China Mobile Research Institute, Beijing, China, Oct. 2011, Tech. Rep.
  • EURECOM, "Open air interface." URL: http://www.openairinterface.org/, Oct. 2014.
  • Next Generation Mobile Networks (NGMN) Alliance, "NGMN 5G White paper", February 2015, URL: https://www.ngmn.org/wpcontent/ uploads/NGMN_5G_White_Paper_V1_0.pdf .
  • https://dandelion.eu/datagems/SpazioDati/telecom-sms-call-internetmi/ resource/.
  • Cisco Visual Networking Index: Forecast and Trends, 2017–2022 White Paper, February 2019, URL: https://www.cisco.com/c/en/us/solutions/collateral/serviceprovider/ visual-networking-index-vni/white-paper-c11-738429.html
  • https://opencellid.org/downloads.php.
  • R. Bruschi, F. Davoli, C. Lombardo, O. R. Sanchez, "Evaluating the Impact of Micro-Data Center (μDC) Placement in an Urban Environment", 2018 IEEE Conf. on Network Function Virtualization and Software Defined Networks (IEEE NFV-SDN), Verona, Italy, 2018.
  • "Wolfram Mathematica - The world's definitive system for modern technical computing", URL: http://www.wolfram.com/mathematica/
  • https://e.huawei.com/en/material/wireless/elteindustry/ebfb3e1e7ed14 d48b72c3eb4f37ddb2e
  • A. Younis et al., "Bandwidth and Energy-Aware Resource Allocation for Cloud Radio Access Networks," IEEE Transactions on Wireless Communications, vol. 17, no. 10, pp. 6487 – 6500, Oct. 2018.
  • M. Al-Fares, A. Loukissas, A.Vahdat, "A Scalable, Commodity Data Center Network Architecture," Proc. ACM SIGCOMM 2008 Conf. on Data Communication, Seattle, WA, USA, Aug. 2008, pp. 63-74.
  • V. Q. Rodriguez, F. Guillemin, "Cloud-RAN modeling based on parallel processing", IEEE J. Sel. Areas Commun., vol. 36, no. 3, pp. 457-468, Mar. 2018
  • https://ec.europa.eu/eurostat/statisticsexplained/ index.php/Electricity_price_statistics
  • https://mvdirona.com/jrh/TalksAndPapers/PerspectivesDataCenterCo stAndPower.xls