Abstract
Experimental platforms perform a key role in evaluating the proof-of-concept and innovations. Nowadays, researchers from academia and industries rely on expensive physical testbeds to evaluate their experiments, while there are very limited software testbeds in market, which usually not available or costly. In addition, the applications of existing traffic generators are restricted to their single function and performance in network area. It has come to a point that lack of validation and testing tools has tremendously jeopardized the innovation in this field. In this paper, we propose NTS, which is a scalable software-based virtual testbed architecture. The scheduling and management framework can dynamically schedule resource of services. The scheduling algorithm adopts the concept of cost proportional fairness scheduling, which takes the evaluated traffic proportion and packet arrival rate into account. By leveraging container technology, the resources of services are restrictedly managed and fully isolated without tampering the OS kernel’s scheduling mechanisms. Another advantage of the proposed testbed architecture is that the software can generate most kinds of backbone network traffic and can also be extended easily for customized protocol or traffic patterns. Our experiments show that the virtual testbed is generic scalable and cost-efficient, which is suitable and affordable for researchers in the field of network.
This work is partially supported by National Key R&D Program 2016 (Grant No. 2016YFB0801300), Strategic Priority Research Program of the Chinese academy of Sciences (Grant No. XDC02030000) and Youth Innovation Promotion Association CAS.
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References
Xia, W., Wen, Y., Foh, C.H., Niyato, D., Xie, H.: A survey on software-defined networking. IEEE Commun. Surv. Tutorials 17(1), 27–51 (2015)
ETSI, N.F.V.: Network functions virtualisation (nfv). Management and Orchestration, vol. 1, V1 (2014)
Intel: Data plane development kit (2018)
Olsson, R.: Pktgen the Linux packet generator. In: Proceedings of the Linux Symposium, Ottawa, Canada, vol. 2, pp. 11–24 (2005)
Goel, U., Wittie, M.P., Claffy, K.C., Le, A.: Survey of end-to-end mobile network measurement testbeds, tools, and services. IEEE Commun. Surv. Tutorials 18(1), 105–123 (2016)
Merkel, D.: Docker: lightweight Linux containers for consistent development and deployment. Linux J. 2014(239), 2 (2014)
Olson, M., Christensen, K., Lee, S., Yun, J.: Hybrid web server: traffic analysis and prototype. In: 2011 IEEE 36th Conference on Local Computer Networks, pp. 131–134. IEEE (2011)
Menage, P.: Linux kernel documentation: Cgroups (2017)
Yan, J., Jin, D.: Vt-mininet: Virtual-time-enabled mininet for scalable and accurate software-define network emulation. In: Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, vol. 27. ACM (2015)
Molnar, I.: Linux kernel documentation: CFS scheduler design (2017)
Kulkarni, S.G., et al.: NFVnice: dynamic backpressure and scheduling for NFV service chains. In: Proceedings of the Conference of the ACM Special Interest Group on Data Communication, pp. 71–84. ACM (2017)
Kanhere, S.S., Sethu, H., Parekh, A.B.: Fair and efficient packet scheduling using elastic round robin. IEEE Trans. Parallel Distrib. Syst. 13(3), 324–336 (2002)
Emmerich, P., Gallenmüller, S., Raumer, D., Wohlfart, F., Carle, G.: MoonGen: a scriptable high-speed packet generator. In: Proceedings of the 2015 Internet Measurement Conference, pp. 275–287. ACM (2015)
Rotsos, C., Sarrar, N., Uhlig, S., Sherwood, R., Moore, A.W.: OFLOPS: an open framework for openflow switch evaluation. In: Taft, N., Ricciato, F. (eds.) PAM 2012. LNCS, vol. 7192, pp. 85–95. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-28537-0_9
Muelas, D., Ramos, J., López de Vergara, J.E.: Software-driven definition of virtual testbeds to validate emergent network technologies. Information 9(2), 45 (2018)
Weigle, M.C., Adurthi, P., Hernández-Campos, F., Jeffay, K., Smith, F.D.: Tmix: a tool for generating realistic TCP application workloads in ns-2. ACM SIGCOMM Comput. Commun. Rev. 36(3), 65–76 (2006)
Julián-Moreno, G., Leira, R., de Vergara, J.E.L., Gómez-Arribas, F.J., González, I.: On the feasibility of 40 gbps network data capture and retention with general purpose hardware. In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, pp. 970–978. ACM (2018)
Shalabi, Y., Yan, M., Honarmand, N., Lee, R.B., Torrellas, J.: Record-replay architecture as a general security framework. In: 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA), pp. 180–193. IEEE (2018)
Gad, R., Kappes, M., Mueller-Bady, R., Medina-Bulo, I.: Header field based partitioning of network traffic for distributed packet capturing and processing. In: 2014 IEEE 28th International Conference on Advanced Information Networking and Applications (AINA), pp. 866–874. IEEE (2014)
Lee, J., Lee, S., Lee, J., Yi, Y., Park, K.: Flosis: A highly scalable network flow capture system for fast retrieval and storage efficiency. In: USENIX Annual Technical Conference, pp. 445–457 (2015)
Frömmgen, A., Stohr, D., Fornoff, J., Effelsberg, W., Buchmann, A.: Capture and replay: reproducible network experiments in mininet. In: Proceedings of the 2016 ACM SIGCOMM Conference, pp. 621–622. ACM (2016)
Kim, W., Roopakalu, A., Li, K.Y., Pai, V.S.: Understanding and characterizing planetlab resource usage for federated network testbeds. In: Proceedings of the 2011 ACM SIGCOMM Conference on Internet Measurement Conference, pp. 515–532. ACM (2011)
Aschenbruck, N., Bauer, J., Bieling, J., Bothe, A., Schwamborn, M.: Let’s move: adding arbitrary mobility to WSN testbeds. In: 2012 21st International Conference on Computer Communications and Networks (ICCCN), pp. 1–7. IEEE (2012)
Nils, A., Jan Bauer, J.B.A.B.M.S.: WSNLab - a security testbed and security architecture for WSNS. In: 2011 IEEE 36th Conference on Local Computer Networks, pp. 4–7. IEEE (2011)
Zheng, C., Tang, Q., Lu, Q., Li, J., Zhou, Z., Liu, Q.: Janus: a user-level TCP stack for processing 40 million concurrent TCP connections. In: 2018 IEEE International Conference on Communications (ICC), pp. 1–7. IEEE (2018)
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Zhong, Y. et al. (2019). NTS: A Scalable Virtual Testbed Architecture with Dynamic Scheduling and Backpressure. In: Wang, X., Gao, H., Iqbal, M., Min, G. (eds) Collaborative Computing: Networking, Applications and Worksharing. CollaborateCom 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 292. Springer, Cham. https://doi.org/10.1007/978-3-030-30146-0_40
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