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Scheduling Resources in Multi-User Heterogeneous Computing Environments with SmartNet

机译:使用SmartNet在多用户异构计算环境中调度资源

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摘要

It is increasingly common for computer users to have access to several computers on a network, and hence tobe able to execute many of their tasks on any of several computers. The choice of which computers execute which tasks is commonly determined by users based on a knowledge of computer speeds for each task and the current load on each computer. A number of task scheduling systems have been developed that balance the load of the computers on the network, but such systems tend to minimize the idle time of the computers rather than minimize the idle time of the users. This paper focusesonthebene ts that can be achieved when the scheduling system considers both the computer availabilities and the performance of each task on each computer. The SmartNet resource scheduling system is described and compared to two di erent resource allocation strategies: load balancing and user directed assignment. Results are presented where theoperation of hundreds of di erent networks of computers running thousands of di erent mixes of tasks are simulated in a batch environment. These results indicate that, for the computer environments
机译:计算机用户可以访问网络上的多台计算机,从而能够在几台计算机中的任何一台上执行其许多任务,这种情况越来越普遍。用户通常根据对每个任务的计算机速度和每台计算机的当前负载的了解来决定由哪些计算机执行哪些任务。已经开发了许多任务调度系统,其平衡了网络上计算机的负载,但是这样的系统倾向于使计算机的空闲时间最小化而不是使用户的空闲时间最小化。本文着重讨论当调度系统同时考虑计算机的可用性和每台计算机上每个任务的性能时可以实现的目标。描述了SmartNet资源调度系统,并将其与两种不同的资源分配策略进行了比较:负载平衡和用户定向分配。给出了结果,其中在批处理环境中模拟了运行数以千计的不同任务组合的数百个计算机网络的运行情况。这些结果表明,对于计算机环境

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