Connectivity of spaces of directed paths in geometric models for concurrent computation

IF 0.4 4区 计算机科学 Q4 MATHEMATICS Computational Geometry-Theory and Applications Pub Date : 2023-02-01 DOI:10.1016/j.comgeo.2022.101942
Martin Raussen
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引用次数: 1

Abstract

Higher Dimensional Automata (HDA) are higher dimensional relatives to transition systems in concurrency theory taking into account to which degree various actions commute. Mathematically, they take the form of labelled cubical complexes. It is important to know, and challenging from a geometric/topological perspective, whether the space of directed paths (executions in the model) between two vertices (states) is connected; more generally, to estimate higher connectivity of these path spaces.

This paper presents an approach for such an estimation for particularly simple HDA arising from PV programs and modelling the access of a number of processors to a number of resources with given limited capacity each. It defines the spare capacity of a concurrent program with prescribed periods of access of the processors to the resources using only the syntax of individual programs and the capacities of shared resources. It shows that the connectivity of spaces of directed paths can be estimated (from above) by spare capacities. Moreover, spare capacities can also be used to detect deadlocks and critical states in such a simple HDA.

The key theoretical ingredient is a transition from the calculation of local connectivity bounds (of the upper links of vertices of an HDA) to global ones by applying a version of the nerve lemma due to Anders Björner.

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并行计算几何模型中有向路径空间的连通性
高维自动机(HDA)是并发理论中过渡系统的高维亲属,考虑了各种动作的转换程度。在数学上,它们采用标记的立方复合体的形式。从几何/拓扑的角度来看,知道两个顶点(状态)之间的有向路径(模型中的执行)的空间是否连通是很重要的,也是很有挑战性的;以便更一般地估计这些路径空间的更高连接性。本文提出了一种对光伏项目产生的特别简单的HDA进行估计的方法,并对多个处理器对多个资源的访问进行建模,每个资源的容量都有限。它定义了并发程序的备用容量,处理器只使用单个程序的语法和共享资源的容量来访问资源。它表明,有向路径空间的连通性可以(从上面)通过备用容量来估计。此外,在这样一个简单的HDA中,备用容量也可以用于检测死锁和关键状态。关键的理论成分是通过应用Anders Björner的神经引理版本,从(HDA顶点的上链路的)局部连通性边界的计算过渡到全局连通性边界。
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来源期刊
CiteScore
1.60
自引率
16.70%
发文量
43
审稿时长
>12 weeks
期刊介绍: Computational Geometry is a forum for research in theoretical and applied aspects of computational geometry. The journal publishes fundamental research in all areas of the subject, as well as disseminating information on the applications, techniques, and use of computational geometry. Computational Geometry publishes articles on the design and analysis of geometric algorithms. All aspects of computational geometry are covered, including the numerical, graph theoretical and combinatorial aspects. Also welcomed are computational geometry solutions to fundamental problems arising in computer graphics, pattern recognition, robotics, image processing, CAD-CAM, VLSI design and geographical information systems. Computational Geometry features a special section containing open problems and concise reports on implementations of computational geometry tools.
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