Emerging Trends on the Evolving Green500: Year Three

By: Tom Scogland, Balaji Subramaniam, and Wu-chun Feng

In: IPDPSW '11: Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum, 2011, IEEE Computer Society pp. 822-828

Posted: 01 May 2011

Tagged: green Green500

The third Green500 paper to HPPAC. I was uninvolved in the second one, working on other projects. Coming back, between Wu, Balaji and I we found some interesting new ways to analyze the data and draw new conclusions from the list. This work covers more than any other Green500 review to date.

Abstract:

It has been traditionally viewed that as the scale of a supercomputer increases, its energy efficiency decreases due to performance that scales sub-linearly and power consumption that scales at least linearly with size. How- ever, based on the first three years of the Green500, this view does not hold true for the fastest supercomputers in the world. Many reasons for this counterintuitive trend have been proposed – with improvements in feature size, more efficient networks, and larger numbers of slower cores being amongst the most prevalent.\ Consequently, this paper provides an analysis of emerg- ing trends in the Green500 and delves more deeply into how larger-scale supercomputers compete with smaller- scale supercomputers with respect to energy efficiency. In addition, our analysis provides a compelling early indicator of the future of exascale computing. We then close with a discussion on the evolution of the Green500 based on community feedback.

BibTex:
@inproceedings{Scogland:2011ez,
    author = {Scogland, Tom and Subramaniam, Balaji and Feng, Wu-chun},
    title = {{Emerging Trends on the Evolving Green500: Year Three}},
    booktitle = {IPDPSW '11: Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum},
    year = {2011},
    pages = {822--828},
    publisher = { IEEE Computer Society},
    month = may
}

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