论文标题

在时间数据中心,位置论文的图分析工作流程制定

Graph analytics workflows enactment on just in time data centres, Position Paper

论文作者

Akoglu, Ali, Zechinelli-Martini, José-Luis, Kheddouci, Hamamache, Vargas-Solar, Genoveva

论文摘要

本文讨论了我们对通过分类数据中心在图形上工作的广泛数据科学(DS)工作流程中多功能决策系统的愿景。我们的愿景是,可以在分解数据中心的概念下为提供计算服务的分类解决方案进行替代方案。我们将这种替代方案定义为一个虚拟实体,该实体会根据工作流程提交的工作负载及其服务级别的目标,动态提供资源交叉,雾和数据中心的层。

This paper discusses our vision of multirole-capable decision-making systems across a broad range of Data Science (DS) workflows working on graphs through disaggregated data centres. Our vision is that an alternative is possible to work on a disaggregated solution for the provision of computational services under the notion of a disaggregated data centre. We define this alternative as a virtual entity that dynamically provides resources crosscutting the layers of edge, fog and data centre according to the workloads submitted by the workflows and their Service Level Objectives.

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