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Reliability Evaluation of DCell Networks

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Advanced Hybrid Information Processing (ADHIP 2017)

Abstract

Recently, the reliability evaluation of data center network (DCN) is important to the design and operation of DCNs. Extra connectivity determination and faulty networks structure analysis are two significant aspects for the reliability evaluation of DCNs. The DCell network is suitable for a massive data centers with high network capacity by only using cheap switches. A k-dimensional DCell built with n-port switches, denoted by \(D_{k,n}\), is an \((n+k-1)\)-regular graph. In this paper, we firstly prove that the extra-h connectivity of \(D_{k,n}\) for \(n \ge 2\), \(\kappa _h(D_{k,n}) = (k-1)(h+1) + n\) if \(k \ge 2\) and \(0 \le h \le n-1\), and \(\kappa _h(D_{k,n}) = (k-1)(h+1) + 2n - 2\) if \(k \ge n + 1\) and \(n \le h \le 2n-1\), respectively. What’s more, for any faulty node set \(F \subseteq V(D_{k,n})\) with \(|F| \le \kappa _h(D_{k,n}) - 1\), we obtain that there contains a large connected component in \(D_{k,n} - F\), and the rest of small connected components have not more than h nodes in total if \(k \ge 2\) and \(0 \le h \le n-1\) (resp. \(k \ge n+1\) and \(n \le h \le 2n-1\)). Our result can provide a proper measure for the reliability evaluation of the DCell network when it is used to model the topological structure of a large-scale DCN.

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References

  1. Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107–113 (2008)

    Article  Google Scholar 

  2. Ghemawat, S., Gobioff, H., Leung, S.: The Google file system. In: Symposium on Operating Systems Principles (SIGOPS), pp. 29–43 (2003)

    Google Scholar 

  3. Anthony, S.: Microsoft now has one million servers (2013). http://www.extremetech.com/extreme/161772-microsoft-now-has-one-million-servers-less-than-google-but-more-than-amazon-says-ballmer

  4. Guo, C., Wu, H., Tan, K., Shi, L., Zhang, Y., Lu, S.: DCell: a scalable and fault-tolerant network structure for data centers. In: Special Interest Group on Data Communication (SIGCOMM), pp. 75–86 (2008)

    Google Scholar 

  5. Zhu, Q., Wang, X.K., Cheng, G.: Reliability evaluation of BC networks. IEEE Trans. Comput. 62(11), 2337–2340 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  6. Harary, F.: Conditional connectivity. Networks 13(3), 347–357 (1983)

    Article  MathSciNet  MATH  Google Scholar 

  7. Fàbrega, J., Fiol, M.A.: Extraconnectivity of graphs with large girth. Discrete Math. 127(1), 163–170 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  8. Fàbrega, J., Fiol, M.A.: On the extraconnectivity of graphs. Discrete Math. 155(1), 49–57 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  9. Zhu, Q., Wang, X., Ren, J.: Extra connectivity measures of 3-ary \(n\)-cubes. Computing Research Repository (2011). arxiv.org/pdf/1105.0991v1

  10. Gu, M., Hao, R.: 3-extra connectivity of 3-ary \(n\)-cube networks. Inf. Process. Lett. 114(9), 486–491 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  11. Lin, L., Zhou, S., Xu, L., Wang, D.: The extra connectivity and conditional diagnosability of alternating group networks. IEEE Trans. Parallel Distrib. Syst. 26(8), 2352–2362 (2015)

    Article  Google Scholar 

  12. Chang, N.W., Tsai, C.Y., Hsieh, S.Y.: On 3-extra connectivity and 3-extra edge connectivity of folded hypercubes. IEEE Trans. Comput. 63(6), 1594–1600 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  13. Yang, W., Lin, H.: Reliability evaluation of BC networks in terms of the extra vertex-and edge-connectivity. IEEE Trans. Comput. 63(10), 2540–2548 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  14. Lin, L., Xu, L., Zhou, S., Hsieh, S.Y.: The extra, restricted connectivity and conditional diagnosability of split-star networks. IEEE Trans. Parallel Distrib. Syst. 27(2), 533–545 (2016)

    Article  Google Scholar 

  15. Lin, L., Xu, L., Zhou, S.: Relating the extra connectivity and the conditional diagnosability of regular graphs under the comparison model. Theor. Comput. Sci. 618, 21–29 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  16. Guo, J., Lu, M.: The extra connectivity of bubble-sort star graphs. Theor. Comput. Sci. 645, 91–99 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  17. Li, D., Guo, C., Wu, H., Tan, K., Zhang, Y., Lu, S.: FiConn: using backup port for server interconnection in data centers. In: International Conference on Computer Communications (INFOCOM), pp. 2276–2285 (2009)

    Google Scholar 

  18. Guo, C., Lu, G., Li, D., Wu, H., Zhang, X., Shi, Y., Tian, C., Zhang, Y., Lu, S.: BCube: a high performance, server-centric network architecture for modular data centers. In: Special Interest Group on Data Communication (SIGCOMM), pp. 63–74 (2009)

    Google Scholar 

  19. Libdeh, H., Costa, P., Rowstron, A., O’Shea, G., Donnelly, A.: Symbiotic routing in future data centers. In: Special Interest Group on Data Communication (SIGCOMM), pp. 51–62 (2010)

    Google Scholar 

  20. Kliegl, M., Lee, J., Li, J., Zhang, X., Guo, C., Rincon, D.: Generalized DCell structure for load-balanced data center networks. In: International Conference on Computer Communications (INFOCOM), pp. 1–5 (2010)

    Google Scholar 

  21. Wang, X., Fan, J., Zhou, J., Lin, C.K.: The restricted \(h\)-connectivity of the data center network DCell. Discrete Appl. Math. 203, 144–157 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  22. Wang, X., Fan, J., Lin, C.K., Jia, X.: Vertex-disjoint paths in DCell networks. J. Parallel Distrib. Comput. 96, 38–44 (2016)

    Article  Google Scholar 

  23. Wang, X., Fan, J., Jia, X., Lin, C.K.: An efficient algorithm to construct disjoint path covers of DCell networks. Theoret. Comput. Sci. 609(1), 197–210 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  24. Wang, X., Erickson, A., Fan, J., Jia, X.: Hamiltonian properties of DCell networks. Comput. J. 58(11), 2944–2955 (2015)

    Article  Google Scholar 

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Acknowledgment

This paper is supported by National Natural Science Foundation of China (Nos. 61702351 and 61602333), China Postdoctoral Science Foundation (No. 172985), and Natural Science Foundation of the Jiangsu Higher Education Institutions of China (Nos. 17KJB520036 and 16KJB520050).

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Correspondence to Xi Wang .

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© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Wang, X., He, F., Han, Y., You, L. (2018). Reliability Evaluation of DCell Networks. In: Sun, G., Liu, S. (eds) Advanced Hybrid Information Processing. ADHIP 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 219. Springer, Cham. https://doi.org/10.1007/978-3-319-73317-3_26

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  • DOI: https://doi.org/10.1007/978-3-319-73317-3_26

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  • Publisher Name: Springer, Cham

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  • Online ISBN: 978-3-319-73317-3

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