Armada:高性能并发程序的低工作量验证

Jacob R. Lorch, Yixuan Chen, Manos Kapritsos, Bryan Parno, S. Qadeer, Upamanyu Sharma, James R. Wilcox, Xueyuan Zhao
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引用次数: 31

摘要

安全地编写高性能并发程序是出了名的困难。为了帮助开发人员,我们介绍了Armada,这是一种语言和工具,旨在以相对较少的工作量正式验证此类程序。通过类似c的语言和基于状态机的小步骤语义,Armada为开发人员提供了选择任意内存布局和同步原语的灵活性,因此他们在追求性能时永远不会受到限制。为了减少开发人员的工作量,Armada利用了smt驱动的自动化和一个强大的推理技术库,包括可靠性保证、TSO消除、减少和别名分析。所有这些技术都是可靠的,并且随着时间的推移,Armada可以使用其他策略进行扩展。使用Armada,我们验证了四个并发的案例研究,并表明我们可以获得与未经验证的代码相当的性能。
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Armada: low-effort verification of high-performance concurrent programs
Safely writing high-performance concurrent programs is notoriously difficult. To aid developers, we introduce Armada, a language and tool designed to formally verify such programs with relatively little effort. Via a C-like language and a small-step, state-machine-based semantics, Armada gives developers the flexibility to choose arbitrary memory layout and synchronization primitives so they are never constrained in their pursuit of performance. To reduce developer effort, Armada leverages SMT-powered automation and a library of powerful reasoning techniques, including rely-guarantee, TSO elimination, reduction, and alias analysis. All these techniques are proven sound, and Armada can be soundly extended with additional strategies over time. Using Armada, we verify four concurrent case studies and show that we can achieve performance equivalent to that of unverified code.
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