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Design and implement data-flow analyses for compiler optimization
--- name: data-flow-analysis-framework-83f37409d88a description: Design and implement data-flow analyses for compiler optimization allowed-tools: - Bash - Read - Write - Edit - Glob - Grep metadata: specialization: computer-science domain: science category: compiler-optimization phase: 6 graph: domains: [domain:computer-science] specializations: [specialization:theoretical-computer-science] skillAreas: [skill-area:compiler-implementation, skill-area:language-design, skill-area:graph-algorithms] workflows: [workflow:research-grant-lifecycle] roles: [role:research-engineer, role:computational-scientist] --- # 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--- name: data-flow-analysis-framework-83f37409d88a description: Design and implement data-flow analyses for compiler optimization allowed-tools: - Bash - Read - Write - Edit - Glob - Grep metadata: specialization: computer-science domain: science category: compiler-optimization phase: 6 graph: domains: [domain:computer-science] specializations: [specialization:theoretical-computer-science] skillAreas: [skill-area:compiler-implementation, skill-area:language-design, skill-area:graph-algorithms] workflows: [workflow:research-grant-lifecycle] roles: [role:research-engineer, role:computational-scientist] --- # 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
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