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Megafly: A Topology for Exascale Systems

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High Performance Computing (ISC High Performance 2018)

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Abstract

In this paper we explore network topologies suitable for future exascale systems that need to support over fifty thousand endpoints. With the increased necessity to use optics at higher link speeds, some of the more traditional topologies, such as Tori and Fat-Trees, become prohibitively expensive at such large scale. We identify two cost efficient hierarchical topologies, one a canonical Dragonfly, and one a variant of the Dragonfly topology that we call Megafly. Megafly is an indirect hierarchical topology with high path diversity, flexible tapering options and an abundance of possible system design points. We describe and analyze the Megafly topology to understand its key features and advantages, when compared to the Dragonfly. Additionally, we define a Megafly tapering scheme that enables a good balance of system performance versus cost. Our evaluation shows that the Megafly topology achieves equal or better throughput than the Dragonfly on a variety of traffic patterns, while requiring only half of the virtual channels for deadlock-free routing. Megafly also provides better fairness, which is shown in the evaluation of synchronizing traffic patterns, such as neighbor exchanges. We also showcase the design flexibility and cost vs. performance trade-offs of Megafly in a mini case study that illustrates the challenges of building a high performance fabric topology.

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References

  1. Abts, D., Marty, M.R., Wells, P.M., Klausler, P., Liu, H.: Energy proportional datacenter networks. In: ACM SIGARCH Computer Architecture News. ACM (2010)

    Article  Google Scholar 

  2. Ajima, Y., Inoue, T., Hiramoto, S., Uno, S., Sumimoto, S., Miura, K., Shida, N., Kawashima, T., Okamoto, T., Moriyama, O., Ikeda, Y., Tabata, T., Yoshikawa, T., Seki, K., Shimizu, T.: Tofu interconnect 2: system-on-chip integration of high-performance interconnect. In: Kunkel, J.M., Ludwig, T., Meuer, H.W. (eds.) ISC 2014. LNCS, vol. 8488, pp. 498–507. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07518-1_35

    Chapter  Google Scholar 

  3. Antypas, K., Wright, N., Cardo, N.P., Andrews, A., Cordery, M.: Cori: a cray XC pre-exascale system for NERSC. In: Cray User Group Proceedings. Cray (2014)

    Google Scholar 

  4. Arimilli, B., Arimilli, R., Chung, V., Clark, S., Denzel, W., Drerup, B., Hoefler, T., Joyner, J., Lewis, J., Li, J., Ni, N., Rajamony, R.: The PERCS high-performance interconnect. In: 2010 18th IEEE Symposium on High Performance Interconnects, pp. 75–82, August 2010

    Google Scholar 

  5. Besta, M., Hoefler, T.: Slim Fly: a cost effective low-diameter network topology. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 348–359. IEEE Press (2014)

    Google Scholar 

  6. Bhatele, A., Jain, N., Gropp, W.D., Kale, L.V.: Avoiding hot-spots on two-level direct networks. In: Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis, p. 76. ACM (2011)

    Google Scholar 

  7. Camarero, C., Vallejo, E., Beivide, R.: Topological characterization of hamming and dragonfly networks and its implications on routing. ACM Trans. Architect. Code Optim. (TACO) 11(4), 39 (2015)

    Google Scholar 

  8. Chen, D., Heidelberger, P., Stunkel, C., Sugawara, Y., Minkenberg, C., Prisacari, B., Rodriguez, G.: An evaluation of network architectures for next generation supercomputers. In: 2016 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS), pp. 11–21, November 2016

    Google Scholar 

  9. Dongarra, J.: Report on the Sunway TaihuLight system (2016). http://www.netlib.org/utk/people/JackDongarra/PAPERS/sunway-report-2016.pdf

  10. Faanes, G., Bataineh, A., Roweth, D., Court, T., Froese, E., Alverson, B., Johnson, T., Kopnick, J., Higgins, M., Reinhard, J.: Cray cascade: a scalable HPC system based on a Dragonfly network. In: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (2012)

    Google Scholar 

  11. Hastings, E., Rincon-Cruz, D., Spehlmann, M., Meyers, S., Xu, A., Bunde, D.P., Leung, V.J.: Comparing global link arrangements for dragonfly networks. In: 2015 IEEE International Conference on Cluster Computing (CLUSTER), pp. 361–370. IEEE (2015)

    Google Scholar 

  12. Hoefler, T., Schneider, T., Lumsdaine, A.: Multistage switches are not crossbars: Effects of static routing in high-performance networks. In: 2008 IEEE International Conference on Cluster Computing, pp. 116–125. IEEE (2008)

    Google Scholar 

  13. Jain, N., Bhatele, A., Ni, X., Wright, N.J., Kale, L.V.: Maximizing throughput on a Dragonfly network. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 336–347. IEEE Press (2014)

    Google Scholar 

  14. Jiang, N., Balfour, J., Becker, D.U., Towles, B., Dally, W.J., Michelogiannakis, G., Kim, J.: A detailed and flexible cycle-accurate network-on-chip simulator. In: 2013 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), April 2013

    Google Scholar 

  15. Jiang, N., Kim, J., Dally, W.J.: Indirect adaptive routing on large scale interconnection networks. In: Proceedings of the 36th Annual International Symposium on Computer Architecture, ISCA 2009, pp. 220–231. ACM, New York (2009)

    Google Scholar 

  16. Kathareios, G., Minkenberg, C., Prisacari, B., Rodriguez, G., Hoefler, T.: Cost-effective diameter-two topologies: analysis and evaluation. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. ACM (2015)

    Google Scholar 

  17. Kim, J., Balfour, J., Dally, W.: Flattened butterfly topology for on-chip networks. In: Proceedings of the 40th Annual IEEE/ACM International Symposium on Microarchitecture, pp. 172–182. IEEE Computer Society (2007)

    Google Scholar 

  18. Kim, J., Dally, W.J., Scott, S., Abts, D.: Technology-driven, highly-scalable Dragonfly topology. In: Proceedings of the 35th Annual International Symposium on Computer Architecture, ISCA 2008, pp. 77–88. IEEE Computer Society, Washington, DC (2008)

    Google Scholar 

  19. Kim, J., Dally, W.J., Towles, B., Gupta, A.K.: Microarchitecture of a high-radix router. In: Proceedings of the 32nd Annual International Symposium on Computer Architecture, ISCA 2005, pp. 420–431. IEEE Computer Society, Washington, DC (2005)

    Google Scholar 

  20. Leiserson, C.E.: Fat-trees: universal networks for hardware-efficient supercomputing. IEEE Trans. Comput. 100(10), 892–901 (1985)

    Article  Google Scholar 

  21. Li, N., Laizet, S.: 2DECOMP & FFT-a highly scalable 2d decomposition library and FFT interface. In: Cray User Group 2010 conference, pp. 1–13 (2010)

    Google Scholar 

  22. Matsuoka, S., et al.: You don’t really need big fat switches anymore-almost. ARC 2003(84 (2003-ARC-154)), pp. 157–162 (2003)

    Google Scholar 

  23. Miller, M., Širán, J.: Moore graphs and beyond: a survey of the degree/diameter problem. Electron. J. Comb. (2013). 1000, DS14-May, second Edition. http://www.combinatorics.org/ojs/index.php/eljc/article/view/DS14

  24. Scott, S., Abts, D., Kim, J., Dally, W.J.: The BlackWidow high-radix clos network. In: Proceedings of the 33rd Annual International Symposium on Computer Architecture, ISCA 2006, pp. 16–28. IEEE Computer Society, Washington, DC (2006)

    Google Scholar 

  25. Shpiner, A., Haramaty, Z., Eliad, S., Zdornov, V., Gafni, B., Zahavi, E.: Dragonfly+: low cost topology for scaling datacenters. In: 2017 IEEE 3rd International Workshop on High-Performance Interconnection Networks in the Exascale and Big-Data Era (2017)

    Google Scholar 

  26. Singh, A.: Load-balanced routing in interconnection networks. Ph.D. thesis, Stanford University (2005)

    Google Scholar 

  27. Top500: Top 500 supercomputers, June 2016. http://www.top500.org

  28. Valerio, M., Moser, L., Melliar-Smith, P.: Recursively scalable fat-trees as interconnection networks. In: Phoenix Conference on Computers and Communications, vol. 13 (1994)

    Google Scholar 

  29. Won, J., Kim, G., Kim, J., Jiang, T., Parker, M., Scott, S.: Overcoming far-end congestion in large-scale networks. In: 2015 IEEE 21st International Symposium on High Performance Computer Architecture (HPCA), pp. 415–427, February 2015

    Google Scholar 

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Correspondence to Mario Flajslik or Eric Borch .

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Flajslik, M., Borch, E., Parker, M.A. (2018). Megafly: A Topology for Exascale Systems. In: Yokota, R., Weiland, M., Keyes, D., Trinitis, C. (eds) High Performance Computing. ISC High Performance 2018. Lecture Notes in Computer Science(), vol 10876. Springer, Cham. https://doi.org/10.1007/978-3-319-92040-5_15

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  • DOI: https://doi.org/10.1007/978-3-319-92040-5_15

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  • Print ISBN: 978-3-319-92039-9

  • Online ISBN: 978-3-319-92040-5

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