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[IEEE 2009 ICSE Workshop on Multicore Software Engineering (IWMSE) - Vancouver, BC, Canada (2009.05.18-2009.05.18)] 2009 ICSE Workshop on Multicore Software Engineering - Reducing search space of auto-tuners using parallel patterns

โœ Scribed by Schaefer, Christoph A.

Book ID
126717163
Publisher
IEEE
Year
2009
Weight
288 KB
Category
Article
ISBN
1424437180

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Auto-tuning is indispensable to achieve best performance of parallel applications, as manual tuning is extremely labor intensive and error-prone. Search-based auto-tuners offer a systematic way to find performance optimums, and existing approaches provide promising results. However, they suffer from

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The widespread adoption of multicores has renewed the emphasis on the use of parallelism to improve performance. The present and growing diversity in hardware architectures and software environments, however, continues to pose difficulties in the effective use of parallelism thus delaying a quick an