Conference Paper

Towards Efficient Supercomputing: A Quest for the Right Metric.

DOI: 10.1109/IPDPS.2005.440 Conference: 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), CD-ROM / Abstracts Proceedings, 4-8 April 2005, Denver, CO, USA
Source: DBLP

ABSTRACT Over the past decade, we have been building less and less efficient supercomputers, resulting in the construction of substantially larger machine rooms and even new build- ings. In addition, because of the thermal power envelope of these supercomputers, a small fortune must be spent to cool them. These infrastructure costs coupled with the ad- ditional costs of administering and maintaining such (un- reliable) supercomputers dramatically increases their to tal cost of ownership. As a result, there has been substantial in - terest in recent years to produce more reliable and more ef- ficient supercomputers that are easy to maintain and use. But how does one quantify efficient supercomputing? That is, what metric should be used to evaluate how efficiently a supercomputer delivers answers? We argue that existing efficiency metrics such as the performance-power ratio are insufficient and motivate the need for a new type of efficiency metric, one that incorpo- rates notions of reliability, availability, productivity , and to- tal cost of ownership (TCO), for instance. In doing so, how- ever, this paper raises more questions than it answers with respect to efficiency. And in the end, we still return to the performance-power ratio as an efficiency metric with re- spect to power and use it to evaluate a menagerie of pro- cessor platforms in order to provide a set of reference data points for the high-performance computing community.

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Available from: Wu Feng, Jul 01, 2015