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A Framework For Efficient Modular Heap Analysis

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07 January 2015
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Modular heap analysis techniques analyze a program by computing summaries for every procedure in the program that describes its effects on an input heap, using pre-computed summaries for the called procedures. In A Framework For Efficient Modular Heap Analysis, the focus is on a family of modular heap analyses that summarize a procedure's heap effects using a context-independent, shape-graph-like summary that is agnostic to the aliasing in the input heap. These analyses are very efficient but their complexity and the absence of a theoretical formalization and correctness proofs makes it hard to produce correct extensions and modifications of these algorithms - whether to improve precision or scalability or to compute more information. A Framework For Efficient Modular Heap Analysis presents a modular heap analysis framework that generalizes these four analyses. It formalizes this framework as an abstract interpretation and establishes the correctness and termination guarantees. It formalizes the four analyses as instances of the framework. The formalization explains the basic principle behind such modular analyses and simplifies the task of producing extensions and variations of such analyses.A Framework For Efficient Modular Heap Analysis is written with exceptional clarity and is a delightful read for program analysis experts and novices alike.

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    Product Details
    ISBN-13
    9781680830026
    Author
    Ravichandhran Madhavan
    Publisher
    Now Publishers
    Published
    07 January 2015
    Format
    Paperback / softback

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    $193.38
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    A Framework For Efficient Modular Heap Analysis

    $193.38

    Description

    Modular heap analysis techniques analyze a program by computing summaries for every procedure in the program that describes its effects on an input heap, using pre-computed summaries for the called procedures. In A Framework For Efficient Modular Heap Analysis, the focus is on a family of modular heap analyses that summarize a procedure's heap effects using a context-independent, shape-graph-like summary that is agnostic to the aliasing in the input heap. These analyses are very efficient but their complexity and the absence of a theoretical formalization and correctness proofs makes it hard to produce correct extensions and modifications of these algorithms - whether to improve precision or scalability or to compute more information. A Framework For Efficient Modular Heap Analysis presents a modular heap analysis framework that generalizes these four analyses. It formalizes this framework as an abstract interpretation and establishes the correctness and termination guarantees. It formalizes the four analyses as instances of the framework. The formalization explains the basic principle behind such modular analyses and simplifies the task of producing extensions and variations of such analyses.A Framework For Efficient Modular Heap Analysis is written with exceptional clarity and is a delightful read for program analysis experts and novices alike.

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