基于多约束任播路由的分布式作业调度

T. Stevens, M. D. Leenheer, F. Turck, B. Dhoedt, P. Demeester
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引用次数: 11

摘要

随着手持计算机等资源受限设备的普及,一种新的网络服务将复杂的处理任务转移到位于接入网或核心网中的计算资源上,这听起来很有希望。在面向消费者的环境中,以连接设备的多样性为特征,透明的基于网络的请求处理策略提供了明显的灵活性优势,因为可以避免在所有客户机设备上安装和配置额外的软件组件。在这项工作中,这是通过将计算资源链接到任意转换组来实现的,这允许中间路由器节点决定目标服务器。本文证明了任意播路由问题可以简化为单播路由问题。因此,单播多约束路由算法可以应用于计算基于多个服务器选择标准的最优路径,包括服务器负载,路径延迟,路径成本等。为此,我们设想了SAMCRA算法。引入了一种新的计算子路径的排序策略,保证了SAMCRA源和目标之间完整路径的最优性。仿真结果表明,应用该算法可以有效地将作业调度请求分配到可用资源上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed Job Scheduling based on Multiple Constraints Anycast Routing
As the popularity of resource-constrained devices such as hand-held computers increases, a new network service off loading complex processing tasks towards computational resources located in the access- or core network, sounds very promising. In a consumer-oriented environment, characterized by a large diversity in connected devices, a transparent network-based request processing strategy offers a clear flexibility advantage, as the installation and configuration of extra software components on all client devices can be avoided. In this work, this is achieved by linking computational resources to an any cast group, which allows intermediate router nodes to decide upon the target server. It is shown in the paper that the anycast routing problem can be reduced to unicast routing. Consequently, unicast multiple constraints routing algorithms can be applied to compute an optimal path based on several server selection criteria, including server load, path delay, path cost, etc. For this purpose, we envision the SAMCRA algorithm. A new evaluation ordering strategy for previously computed sub-paths is introduced, which guarantees optimality for the complete SAMCRA path between source and destination. Simulation results show that an effective distribution of the job scheduling requests over the available resources can be achieved by applying the described algorithm.
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