Java程序员正在向多核过渡吗?java FLOSS的大规模研究

Weslley Torres, G. Pinto, Benito Fernandes, J. P. Oliveira, Filipe Alencar Ximenes, F. C. Filho
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引用次数: 25

摘要

我们想知道Java开发人员是否正在改造应用程序,使其成为并发的,并在多核机器上获得更好的性能。此外,我们还想知道他们目前使用的是什么并发编程结构。程序员如何编写并发程序的证据可以帮助其他程序员在使用可用结构时提高效率。此外,这些证据可以帮助研究人员设计新的机制和改进现有的机制。为此,我们进行了一项针对大型Java开放源代码存储库SourceForge的研究。我们从空间和时间两个维度分析了许多FLOSS项目。在空间维度上,我们研究了2000多个项目的最新版本。我们的目标是了解并发系统的开发人员使用哪些结构,以及他们使用这些结构的频率。对于时间维度,我们仔细研究了六个项目的不同版本,并分析了并发构造的使用是如何随着时间的推移而演变的。此外,我们试图确定并发控制构造的使用是否旨在利用多核处理器。我们下载了超过2000个Java项目,包括它们的不同版本,此外,我们还对大约6个知名的开源项目进行了单独分析。
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Are Java programmers transitioning to multicore?: a large scale study of java FLOSS
We would like to know if Java developers are retrofitting applications to become concurrent and, to get better performance on multicore machines. Also, we would like to know what concurrent programming constructs they currently use. Evidence of how programmers write concurrent programs can help other programmers to be more efficient when using the available constructs. Moreover, this evidence can assist researchers in devising new mechanisms and improving existing ones. For this purpose, we have conducted a study targeting a large-scale Java open source repository, SourceForge. We have analyzed a number of FLOSS projects along two dimensions: spatial and temporal. For the spatial dimension, we studied the latest versions of more than 2000 projects. Our goal is to understand which constructs developers of concurrent systems employ and how frequently they use them. For the temporal dimension we took a closer look at various versions of six projects and analyzed how the use of concurrency constructs has evolved over time. In addition, we tried to establish if uses of concurrency control constructs were aimed at leveraging multicore processors. We have downloaded more than two thousand Java projects including their various versions, in addition to individual analysing about six well known open-source projects.
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