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Vuduc, Richard

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Qameleon: Hardware/software cooperative automated tuning for heterogeneous architectures

2013-08 , Kim, Hyesoon , Vuduc, Richard

The main goal of this project is to develop a framework that simplifies programming for heterogeneous platforms. The framework consists of (i) a runtime system to generate code that partitions and schedules work among heterogeneous processors, (ii) a general automated tuning mechanism based on machine learning and (iii) performance and power modeling techniques and profiling techniques to aid code generation.

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Algorithms and software with turnable parallelism

2010-09-30 , Vuduc, Richard