Machine-learning-based compilation for thread-level parallelism

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Affiliated to

IBM Haifa

Location

IBM Research Lab in Haifa, Israel

Timing

3 months, summer 2009

Description

We consider using machine learning techniques for solving compiler challenging
problems arising in multi-threaded architectures, including:
o Automatic extraction of thread-level parallelism
o Efficient compilation of programming models that explicitly expose parallelism
o Use of feedback from the run-time environment for compiler optimization
taking advantage of thread-level parallelism





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