Static program analysis aims to determine the dynamic behavior of programs without actually executing them. Symbolic analysis is an advanced static program analysis technique that has been successfully applied to memory leak detection, compilation of parallel programs, detection of superfluous bound checks, variable aliases and task deadlocks, and to worst-case execution time analysis. The symbolic analysis information is invaluable for optimizing compilers, code generators, program verification, testing and debugging. In this book we take a novel algebra-based approach to the symbolic analysis of imperative programming languages. Our approach employs path expression algebra to compute the complete control and data flow analysis information valid at a given program point. This information is then provided for subsequent domain-specific analyses. Our approach derives solutions for arbitrary (even intra-loop) nodes of reducible and irreducible control flow graphs. We prove the correctness of our analysis method. Experimental results show that the problem sizes arising from real-world applications such as the SPEC95 benchmark suite are tractable for our symbolic analysis method.
Static program analysis aims to determine the dynamic behavior of programs without actually executing them. Symbolic analysis is an advanced static program analysis technique that has been successfully applied to memory leak detection, compilation of parallel programs, detection of superfluous bound checks, variable aliases and task deadlocks, and to worst-case execution time analysis. The symbolic analysis information is invaluable for optimizing compilers, code generators, program verification, testing and debugging. In this book we take a novel algebra-based approach to the symbolic analysis of imperative programming languages. Our approach employs path expression algebra to compute the complete control and data flow analysis information valid at a given program point. This information is then provided for subsequent domain-specific analyses. Our approach derives solutions for arbitrary (even intra-loop) nodes of reducible and irreducible control flow graphs. We prove the correctness of our analysis method. Experimental results show that the problem sizes arising from real-world applications such as the SPEC95 benchmark suite are tractable for our symbolic analysis method.
With the advent of computers, very large datasets have become routine. Standard statistical methods don?t have the power or flexibility to analyse these efficiently, and extract the required...
This title is part of UC Press's Voices Revived program, which commemorates University of California Press’s mission to seek out and cultivate the brightest minds and give them voice, reach, and...
This book brings together important contributions and state-of-the-art research results in the rapidly advancing area of symbolic analysis of analog circuits. It is also of interest to those ...
In Symbolic Analysis for Parallelizing Compilers the author presents an excellent demonstration of the effectiveness of symbolic analysis in tackling important optimization problems, some of ...
This volume contains survey articles and original research papers, presenting the state of the art on applying the symbolic approach of Gröbner bases and related methods to differential and...
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