容错分布式系统对语言支持的需求

Cezara Dragoi, T. Henzinger, D. Zufferey
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引用次数: 10

摘要

容错分布式算法在许多关键/高可用性应用程序中发挥着重要作用。众所周知,由于异步通信和故障的发生,例如网络丢失消息或计算机崩溃,这些算法很难正确实现。然而,基于容错算法构建分布式系统的语言和验证支持却少得惊人。在本文中,我们提出了设计人员在实现容错分布式系统时必须克服的一些挑战。然后,我们回顾了已经提出的用于推断分布式算法的不同模型,并概述了这种模型如何构成特定领域编程语言的基础。采用高级编程模型可以简化程序员的工作,使代码易于自动验证,同时仍然可以编译成有效的可执行代码。最后,我们总结了基于这一思想的正在进行的语言设计和实现项目的现状。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Need for Language Support for Fault-Tolerant Distributed Systems
Fault-tolerant distributed algorithms play an important role in many critical/high-availability applications. These algorithms are notoriously difficult to implement correctly, due to asynchronous communication and the occurrence of faults, such as the network dropping messages or computers crashing. Nonetheless there is surprisingly little language and verification support to build distributed systems based on fault-tolerant algorithms. In this paper, we present some of the challenges that a designer has to overcome to implement a fault-tolerant distributed system. Then we review different models that have been proposed to reason about distributed algorithms and sketch how such a model can form the basis for a domain-specific programming language. Adopting a high-level programming model can simplify the programmer's life and make the code amenable to automated verification, while still compiling to efficiently executable code. We conclude by summarizing the current status of an ongoing language design and implementation project that is based on this idea.
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