私有云上BoT应用的用户级调度框架

Maicon Anca dos Santos, A. R. D. Bois, G. H. Cavalheiro
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摘要

本文提出了一个描述任务包(BoT)应用程序的高级模型和一个框架,用于评估在较粗的工作单元上调度BoT的用户级方法。调度器在给定数量的虚拟机(vm)中合并任务负载,提供估计的完工时间。该框架允许更改任务选择的策略,以便在给定有限数量的vm的情况下比较调度的长度。该框架将BoT描述作为输入,并为每个VM生成其处理负载的跟踪。本文通过绩效评估验证了BoT模型和提出的框架。在我们的案例研究中,框架的输出被提交到一个真正的基于OpenStack的IaaS基础设施。结果表明,通过将任务分组为粗糙的负载单元,可以减小最大作业时间。
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A User-Level Scheduling Framework for BoT Applications on Private Clouds
This paper presents a high level model to describe bag of tasks (BoT) applications and a framework to evaluate user level approaches to scheduler BoTs on coarser works units. The scheduler consolidates the load of the tasks in a given number of virtual machines (VMs) providing the estimated makespan. The framework allows to change the policy of tasks selection in order to compare the length of the scheduling produced giving a limited number of VMs. The framework has as input a BoT description and produces for each VM its trace of processing load. This paper validates the BoT model and the proposed framework with a performance assessment. In our case studies, the output of the framework is submitted to a real OpenStack based IaaS infrastructure. The results show that the makespan can be reduced by grouping tasks in coarse units of loads.
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