避免Multi-ML运行时错误的类型系统

F. Gava, V. Allombert, J. Tesson
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引用次数: 0

摘要

由于机器是由多层存储器构成的,使用分层观点对并行架构进行编程正在成为当今的标准。为了处理这样的体系结构,我们关注MULTI-BSP桥接模型。该模型对BSP进行了扩展,提出了一种结构化的多级体系结构编程方法。在并行编程的背景下,我们现在需要管理新的关注点,如内存一致性、死锁和安全数据通信。为此,我们提出了一种基于MULTI-BSP模型的类ml编程语言MULTI-ML的类型系统。该类型系统使用类型注释和效果引入数据局部性,以便能够检测对多级体系结构的错误使用。因此,我们确保在分层体系结构上“类型良好的程序不会出错”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A type system to avoid runtime errors for Multi-ML
Programming parallel architectures using a hierarchical point of view is becoming today’s standard as machines are structured by multiple layers of memories. To handle such architectures, we focus on the MULTI-BSP bridging model. This model extends BSP and proposes a structured way of programming multi-level architectures. In the context of parallel programming we, now need to manage new concerns such as memory coherency, deadlocks and safe data communications. To do so, we propose a typing system for MULTI-ML, a ML-like programming language based on the MULTI-BSP model. This type system introduces data locality using type annotations and effects to be able to detected wrong uses of multi-level architectures. We thus ensure that "Well-typed programs cannot go wrong" on hierarchical architectures.
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