边缘计算的垃圾收集

A. García, D. May, E. Nutting
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引用次数: 1

摘要

向边缘计算的转变使数据处理和存储更接近网络的边缘。这使得使用高效的现代编程语言(如Python和c#)对边缘设备进行编程成为必要。现代编程语言通过将软件开发人员从释放未使用内存等繁琐的任务中抽象出来,减轻了边缘计算增加的复杂性。但是这些语言依赖于垃圾收集器,这会带来很高的开销,并引入不可预测的暂停,因此它们很少用于构成大多数边缘设备的小型嵌入式系统。我们提出了一种新的硬件垃圾收集器来解决这些问题,从而在边缘设备中释放现代语言的好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Garbage Collection for Edge Computing
The shift towards edge computing is bringing data processing and storage closer to the edge of the network. This makes it desirable to use productive modern programming languages, like Python and C#, to program edge devices. Modern programming languages mitigate the added complexity of edge computing by abstracting software developers away from tedious tasks like freeing unused memory. But these languages rely on garbage collectors that impose high overheads and introduce unpredictable pauses, so they are rarely used in small embedded systems that make up the majority of edge devices. We propose a novel hardware garbage collector that addresses these problems to unlock the benefits of modern languages in edge devices.
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