data-flow-analysis-framework

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Design and implement data-flow analyses for compiler optimization

AI & Automation 814 stars 53 forks Updated today MIT

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# Data Flow Analysis Framework ## Purpose Provides expert guidance on designing and implementing data-flow analyses for compiler optimization and program analysis. ## Capabilities - Forward/backward analysis specification - Lattice definition and verification - Transfer function generation - Fixpoint computation (worklist algorithm) - Analysis soundness verification - Interprocedural analysis ## Usage Guidelines 1. **Lattice Design**: Define abstract domain and lattice 2. **Transfer Functions**: Define transfer functions for statements 3. **Analysis Direction**: Specify forward or backward 4. **Fixpoint**: Implement worklist algorithm 5. **Verification**: Verify soundness of analysis ## Tools/Libraries - LLVM - GCC internals - Soot - WALA

Details

Author
a5c-ai
Repository
a5c-ai/babysitter
Created
4 months ago
Last Updated
today
Language
JavaScript
License
MIT

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