RadFlow:一个以兴趣为中心的基于任务的数据流运行时

D. Dutra, Heberte F. Moraes, C. Amorim
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引用次数: 2

摘要

RadFlow是一个基于任务的数据流并行应用的运行时系统,它采用以兴趣为中心的网络协议来实现任务间的数据通信。RadNet协议能够将数据目的地与其节点IP地址解耦,这使得Rad Flow具有更大的灵活性,可以实现计算迁移和弹性任务等机制。我们还演示了如何为Rad Flow运行时创建一个任务包,一个fork/join,以及一个弹性fork/join数据流并行应用程序。此外,弹性数据流应用程序为应用程序开发人员提供了处理未来Exascale环境中故障率的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RadFlow: An Interest-Centric Task Based Dataflow Runtime
We present RadFlow a runtime system for task based Dataflow parallel application using an interest-centric network protocol to data communication among task. The RadNet protocol ability to decouple data destinations from its node IP addresses allows Rad Flow more flexibility, enabling mechanisms like computation migration and elastic tasks to be carried out. We also demonstrate how to create a Bag-of-Task, a fork/join, as well as an elastic fork/join Dataflow parallel application for the Rad Flow runtime. Furthermore, an elastic Dataflow application provides the application developer means to cope with the failures rates in future Exascale environments.
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