Speeding Up Context-, Object- and Field-Sensitive SDG Generation

Jürgen Graf
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引用次数: 32

Abstract

System dependence graphs (SDGs) are an established tool for precise interprocedural program analysis. We present new techniques for the efficient generation of SDGs for full Java, which are context-, field - and object-sensitive. We show that previous approaches to the generation of interprocedural dependencies for Java do not scale, as they interfere with the points-to analysis. Our new algorithm is based on the WALA framework and reduces time and memory consumption up to 90%, while maintaining precision.
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加快对环境、对象和领域敏感的可持续发展目标生成
系统依赖图(sdg)是一种成熟的精确程序间分析工具。我们提出了为全Java高效生成sdg的新技术,这些技术是上下文敏感、字段敏感和对象敏感的。我们表明,以前为Java生成过程间依赖关系的方法是不可伸缩的,因为它们干扰了对点的分析。我们的新算法基于WALA框架,在保持精度的同时减少了高达90%的时间和内存消耗。
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