Fork-Join Parallelism in the Wild: Documenting Patterns and Anti-patterns in Java Programs Using the Fork-Join FrameworkReport as inadecuate




Fork-Join Parallelism in the Wild: Documenting Patterns and Anti-patterns in Java Programs Using the Fork-Join Framework - Download this document for free, or read online. Document in PDF available to download.

1 Software Languages Lab SLL - Software Languages Lab 2 RMOD - Analyses and Languages Constructs for Object-Oriented Application Evolution LIFL - Laboratoire d-Informatique Fondamentale de Lille, Inria Lille - Nord Europe

Abstract : Now that multicore processors are commonplace, developing parallel software has escaped the confines of high-performance computing and enters the mainstream. The Fork-Join framework, for instance, is part of the standard Java platform since version 7. Fork-Join is a high-level parallel programming model advocated to make parallelizing recursive divide-and-conquer algorithms particularly easy. While, in theory, Fork-Join is a simple and effective technique to expose parallelism in applications, it has not been investigated before whether and how the technique is applied in practice. We therefore performed an empirical study on a corpus of 120 open source Java projects that use the framework for roughly 362 different tasks. On the one hand, we confirm the frequent use of four best-practice patterns Sequential Cutoff, Linked Subtasks, Leaf Tasks, and avoiding unnecessary forking in actual projects. On the other hand, we also discovered three recurring anti-patterns that potentially limit parallel performance: sub-optimal use of Java collections when splitting tasks into subtasks as well as when merging the results of subtasks, and finally the inappropriate sharing of resources between tasks. We document these anti-patterns and study their impact on performance.

Keywords : Java Fork-Join empirical study open source projects patterns anti-patterns





Author: Mattias De Wael - Stefan Marr - Tom Van Cutsem -

Source: https://hal.archives-ouvertes.fr/



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