Descarregamento de Tráfego de Redes IoT/Edge por Transmissões de Múltiplos Fluxos

  • Celso Ferreira da Silva USP / TecSys do Brasil Industrial
  • Simone Ferlin Ericsson AB
  • Bruno Yuji Lino Kimura USP

Abstract


The concept of a fully connected world in the fifth generation (5G) technology provides for the massive implementation of small and restricted Internet of Things (IoT) devices. In these IoT environments, such as Machine-toMachine (M2M) communications are essential to allow devices (for example, sensors, actuators, smart meters/monitors) to collect data for a remote server. In this dissertation, we investigate this scenario to propose, implement and validate a new architecture for IoT infrastructures, more efficient, by downloading data through multipath transmissions on the Internet. The experimental results of the traffic emitted by CoAP indicate that our proposed system, together with the benefits of MPTCP, improve the performance of IoT applications. More specifically, offloading M2M data traffic based on multiple paths increases throughput and reduces the latency of CoAP requests as the number of sensor networks increases.

References

Boccassi, L., Fayed, M. M., and Marina, M. K. (2013). Binder: A system to aggregate multiple internet gateways in community networks. In Proceedings of the 2013 ACM MobiCom workshop on Lowest cost denominator networking for universal access, pages 3–8.

Hong, J., Kovatsch, M., Schooler, E., and Kutscher, D. (2020). IoT Edge Challenges and Functions, draft-hong-t2trg-iot-edge-computing-05. Internet draft, IETF.

Keukeleire, N., Hesmans, B., and Bonaventure, O. (2019). Increasing broadband reach withhybrid access networks. arXiv preprint arXiv:1907.04570.

Kovatsch, M., Lanter, M., and Shelby, Z. (2014). Californium: Scalable Cloud Services for the Internet of Things with CoAP. In 2014 International Conference on the Internet of Things (IOT), pages 1–6.

Liu, X., Shan, D., Shu, R., and Zhang, T. (2018). Mptcp tunnel: an architecture for aggregating bandwidth of heterogeneous access networks. Wireless Communications and Mobile Computing, 2018.

Silva, C. F. (2020). Descarregamento de tráfego de redes iot/edge por transmissões de múltiplos fluxos. Dissertação de Mestrado em Ciência da Computação, Universidade Federal de São Paulo.

Silva, C. F., Ferlin, S., Alay, O., Brunstrom, A., and Kimura, B. Y. L. (2021). IoT Traffic Offloading with MultiPath TCP. (to appear in) IEEE Communications Magazine.

Slabicki, M. and Grochla, K. (2016). Performance Evaluation of CoAP, SNMP and NETCONF Protocols in Fog Computing Architecture. In 2016 IEEE/IFIP Network Operations and Management Symposium (NOMS 2016), pages 1315–1319.

Song, L., Niyato, D., Han, Z., and Hossain, E. (2015). Machine-to-machine (M2M) communications, page 338–368. Cambridge University Press.

Verma, P. K., Verma, R., Prakash, A., Agrawal, A., Naik, K., Tripathi, R., Alsabaan, M., Khalifa, T., Abdelkader, T., and Abogharaf, A. (2016). Machine-to-machine (m2m) communications: A survey. Journal of Network and Computer Applications, 66:83 – 105.
Published
2021-08-16
SILVA, Celso Ferreira da; FERLIN, Simone; KIMURA, Bruno Yuji Lino. Descarregamento de Tráfego de Redes IoT/Edge por Transmissões de Múltiplos Fluxos. In: DISSERTATION DIGEST - BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS (SBRC), 39. , 2021, Uberlândia. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2021 . p. 121-128. ISSN 2177-9384. DOI: https://doi.org/10.5753/sbrc_estendido.2021.17162.