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System and method for efficient task scheduling in heterogeneous, distributed compute infrastructures via pervasive diagnosis
System and method for efficient task scheduling in heterogeneous, distributed compute infrastructures via pervasive diagnosis
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机译:通过遍历诊断在异构,分布式计算基础架构中进行高效任务调度的系统和方法
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摘要
A system and method schedules jobs in a cluster of compute nodes. A job with an unknown resource requirement profile is received. The job includes a plurality of tasks. Execution of some of the plurality of tasks is scheduled on compute nodes of the cluster with differing capability profiles. Timing information regarding execution time of the scheduled tasks is received. A resource requirement profile for the job is inferred based on the received timing information and the differing capability profiles. Execution of remaining tasks of the job is scheduled on the compute nodes of the cluster using the resource requirement profile.
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