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» A scalable auto-tuning framework for compiler optimization
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CGO
2004
IEEE
13 years 9 months ago
SYZYGY - A Framework for Scalable Cross-Module IPO
Performing analysis across module boundaries for an entire program is important for exploiting several runtime performance opportunities. However, due to scalability problems in e...
Sungdo Moon, Xinliang D. Li, Robert Hundt, Dhruva ...
IPPS
2009
IEEE
13 years 12 months ago
A scalable auto-tuning framework for compiler optimization
We describe a scalable and general-purpose framework for auto-tuning compiler-generated code. We combine Active Harmony’s parallel search backend with the CHiLL compiler transfo...
Ananta Tiwari, Chun Chen, Jacqueline Chame, Mary W...
PLDI
1993
ACM
13 years 9 months ago
Global Optimizations for Parallelism and Locality on Scalable Parallel Machines
Data locality is critical to achievinghigh performance on large-scale parallel machines. Non-local data accesses result in communication that can greatly impact performance. Thus ...
Jennifer-Ann M. Anderson, Monica S. Lam
CF
2010
ACM
13 years 10 months ago
ERBIUM: a deterministic, concurrent intermediate representation for portable and scalable performance
Tuning applications for multi-core systems involve subtle concepts and target-dependent optimizations. New languages are being designed to express concurrency and locality without...
Cupertino Miranda, Philippe Dumont, Albert Cohen, ...
ICDE
2012
IEEE
267views Database» more  ICDE 2012»
11 years 7 months ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...