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Multi-Constrained Multi-Path Routing for Server-Centric Data Center Networks

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Frontiers in Internet Technologies (ICoC 2014)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 502))

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Abstract

Server-centric data center architecture has been proposed to provide high throughput, scalable construction and error tolerance with commodity servers and switches for cloud data centers. To fully utilize those advantages of server-centric data center, an effective routing algorithm to find high quality multiple paths in Server-centric network is needed. However, current routing algorithms cannot achieve this completely: (1) the state-of-art routing algorithms in server-centric data center just consider hop count when selecting paths; (2) traditional multi-constraint QoS routing algorithms only find one feasible path and are usually switch-oriented; (3) present multi-path algorithms cannot guarantee the performance of the founded paths. In this paper, we propose a multi-constrained routing algorithm for server-centric data centers, named Server-Centric Multi-Constrained Routing Algorithm (SCRAT). This algorithm exploits the topology features of the Server-Centric data center to decrease the algorithm complexity and returns optimal and feasible paths simultaneously. In simulations, SCRAT has a very high probability (more than 96 %) to find the exact optimal path, and the cost of the optimal path found in SCRAT is about 10 % less compared with path found in previous TS_MCOP. Compared with previous MPTCP, SCRAT reduces the path delay by 18 % less and increase the bandwidth by 20 %.

This paper is supported by the 863 plan (2013AA013501), the National Science and Technology Major Project (no. 2013ZX03002003-004), the NSFC (61272459, 61221063, 61170245), Research Plan in Shaanxi Province of China (2013K06-38), the Fundamental Research Funds for Central Universities.

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References

  1. Porter, G., Strong, R., Farrington, N., Forencich, A., Chen-Sun, P., Rosing, T., Fainman, Y., Papen, G., Vahdat, A.: Integrating microsecond circuit switching into the data center. In: SIGCOMM, pp. 447–458 (2013)

    Google Scholar 

  2. Jain, S., Kumar, A., Mandal, S., et al.: B4: experience with a globally-deployed software defined WAN. In: SIGCOMM (2013)

    Google Scholar 

  3. Benson, T., Anand, A., Akella, A., Zhang, M.: Understanding data center traffic characteristics. SIGCOMM Coput. Commun. Rev. 40, 92–99 (2010)

    Article  Google Scholar 

  4. Greenberg, A., Jain, N., et al.: VL2: a scalable and flexible data center network. In: ACM SIGCOMM (2009)

    Google Scholar 

  5. Guo, C., Lu, G., et al.: BCube: a high performance, server-centric network architecture for modular data centers. In: ACM SIGCOMM Conference (2009)

    Google Scholar 

  6. Guo, C., Wu, H., Tan, K., Shi, L., Zhang, Y., Lu, S.: DCell: a scalable and fault-tolerant network structure for data centers. In: ACM SIGCOMM Conference - SIGCOMM (2008)

    Google Scholar 

  7. Kuipers, F., Mieghem, P.V., et al.: An overview of constraint-based path selection algorithms for QoS routing. IEEECommun. Mag. 40, 50–55 (2002)

    Article  Google Scholar 

  8. Reinhardt, L.B., Pisinger, D.: Multi-objective and multi-constrained non-additive shortest path. Comput. Oper. Res. CoR 38(3), 605–616 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  9. Neve, H.D., Mieghem, P.V.: TAMCRA: a tunable accuracy multiple constraints routing algorithm. Comput. Commun. 23, 667–679 (2002)

    Article  Google Scholar 

  10. Bari, M.F., Boutaba, R., et al.: Data center network virtualization: a survey. IEEE Commun. Surv. Tutor. 15, 909–928 (2012)

    Article  Google Scholar 

  11. Raiciu, C., Barre, S., Pluntke, C., Greenhalgh, A., Wischik, D., Handley, M.: Improving datacenter performance and robustness with multipath TCP. In: ACM SIGCOMM (2011)

    Google Scholar 

  12. Mudigonda, J., Yalagandula, P., AI-Fares, M., Mogul, J.C.: SPAIN: COTS data-center ethernet for multipathing over arbitrary topologies. In: NSDI (2010)

    Google Scholar 

  13. Jaffe, J.M.: Algorithms for finding paths with multiple constraints. Networks 14, 95–116 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  14. Dai, F., Liu, A.: A multi-constrained quality of service routing algorithm based on vector converting. In: WiCom (2009)

    Google Scholar 

  15. Chen, K., Hu, C., Zhang, X., Zheng, K.: Survey on routing in data centers: insights and future directions. IEEE Netw. 25, 6–10 (2011)

    Article  Google Scholar 

  16. Mieghem, P.V., Kuipers, F.: Concepts of exact QoS routing algorithms. IEEE/ACM Trans. Netw. 12, 851–864 (2004)

    Article  Google Scholar 

  17. Korkmaz, T., Krunz, M.: Multi-constrained optimal path selection. In: Proceedings of IEEE INFOCOM 2001. IEEE Computer and Communications Societies, Alaska (2001)

    Google Scholar 

  18. Wang, S., Wang, H., Li, L.: An enhanced algorithm for multiple constraints optimal path calculation. In: International Conference on Communications, Circuits and Systems - ICCCAS (2004)

    Google Scholar 

  19. Puri, A., Tripakis, S.: Algorithms for the multi-constrained routing problem. In: Penttonen, M., Schmidt, E.M. (eds.) SWAT 2002. LNCS, vol. 2368, pp. 338–347. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  20. Fang, Q., Han, J., Mao, L., Li, Z.: Exact and heuristic algorithm for multi-constrained optimal path problem. In: DAS (2011)

    Google Scholar 

  21. Fu, Y., Cheng, X., Tang, Y.: Optimization theory and method. Press of UESTC, Chengdu (1996)

    Google Scholar 

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Correspondence to ChengChen Hu .

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Qian, K., Wang, H., Hu, C., Zhang, C., Zhou, Y. (2015). Multi-Constrained Multi-Path Routing for Server-Centric Data Center Networks. In: Zhang, S., Xu, K., Xu, M., Wu, J., Wu, C., Zhong, Y. (eds) Frontiers in Internet Technologies. ICoC 2014. Communications in Computer and Information Science, vol 502. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-46826-5_1

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  • DOI: https://doi.org/10.1007/978-3-662-46826-5_1

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