Abstract
The astronomical amount of data is generated today. The currents computer network architectures have trouble managing high bandwidth, dispersion, low geographical latency, and privacy. Edge Computing (EC) aims to solve these problems by allowing data processing to be done close to end users. Network Function Virtualization promises to simplify the network service creation workflow by turning traditional network functions. This work presents a detailed comparative study between containers and virtual machines. To this end, we present an architecture and implementation of a management and orchestration platform (MANO) for Virtualized Everything Functions (VxFs), unified across bare-metal servers as well as low-cost devices. A detailed comparison of the performance of VxFs based on containers and virtual machines is made, represented respectively by the LXD and KVM platforms on a Raspberry Pi 4. The results show that containerization is not an adequate solution for all cases. Instead, it can be thought of as a complementary solution to be used with full-virtualization making the most of these approaches.
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References
IDC, IDC’s Global DataSphere Forecast Shows Continued Steady Growth in the Creation and Consumption of Data. https://www.idc.com/getdoc.jsp?containerId=prUS46286020
N. W. Paper, Network functions virtualisation: an introduction, benefits, enablers, challenges & call for action. issue 1, October 2012
Silva, A.P., Tranoris, C., Denazis, S., Sargento, S., Pereira, J., Luís, M., Moreira, R., Silva, F., Vidal, I., Nogales, B., Nejabati, R., Simeonidou, D.: 5ginfire: an end-to-end open5g vertical network function ecosystem. Ad Hoc Netw. 93, 101895 (2019). http://www.sciencedirect.com/science/article/pii/S1570870518309387
Richards, V.M., Moreira, R., de Oliveira Silva, F.: Enabling the management and orchestration of virtual networking functions on the edge. In: CLOSER, pp. 338–346 (2020)
Ramalho, F., Neto, A.: Virtualization at the network edge: a performance comparison. In: 2016 IEEE 17th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp. 1–6 (2016)
Ahmad, M., Alowibdi, J.S., Ilyas, M.U.: vIoT: a first step towards a shared, multi-tenant IoT infrastructure architecture. In: IEEE International Conference on Communications Workshops (ICC Workshops), pp. 308–313 (2017)
Cziva, R., Pezaros, D.P.: Container network functions: bringing NFY to the network edge. IEEE Commun. Mag. 55(6), 24–31 (2017)
Li, Z., Kihl, M., Lu, Q., Andersson, J.A.: Performance overhead comparison between hypervisor and container based virtualization. In: 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), pp. 955–962 (2017)
Riggio, R., Khan, S.N., Subramanya, T., Yahia, I.G.B., Lopez, D.: Lightmano: converging NFV and SDN at the edges of the network. In: NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium, pp. 1–9 (2018)
Braun, P.J., Pandi, S., Schmoll, R., Fitzek, F.H.P.: On the study and deployment of mobile edge cloud for tactile internet using a 5g gaming application. In: 2017 14th IEEE Annual Consumer Communications Networking Conference (CCNC), pp. 154–159 (2017)
Shahzadi, S., Iqbal, M., Wang, X., Ubakanma, G., Dagiuklas, T., Tchernykh, A.: Lightweight computation to robust cloud infrastructure for future technologies (workshop paper). In: Wang, X., Gao, H., Iqbal, M., Min, G. (eds.) Collaborative Computing: Networking, Applications and Worksharing, pp. 3–11. Springer International Publishing, Cham (2019)
Watada, J., Roy, A., Kadikar, R., Pham, H., Xu, B.: Emerging trends, techniques and open issues of containerization: a review. IEEE Access 7, 152-443–152-472 (2019)
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This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.
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da Cunha, H.G.V.O., Moreira, R., de Oliveira Silva, F. (2021). A Comparative Study Between Containerization and Full-Virtualization of Virtualized Everything Functions in Edge Computing. In: Barolli, L., Woungang, I., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2021. Lecture Notes in Networks and Systems, vol 226. Springer, Cham. https://doi.org/10.1007/978-3-030-75075-6_63
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DOI: https://doi.org/10.1007/978-3-030-75075-6_63
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