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System and method for applying machine learning algorithms to compute health scores for workload scheduling
System and method for applying machine learning algorithms to compute health scores for workload scheduling
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机译:应用机器学习算法来计算健康分数以进行工作负荷调度的系统和方法
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摘要
Disclosed is a method that includes collecting first temporal statistics for a port element in a computing environment, collecting second temporal statistics for a switch element in the computing environment, collecting third temporal statistics for the computing environment generally, computing a spatial correlation between network features and network elements comprising the port element and the switch element and computing, via a machine learning technique, a port dynamic weight for the port element and a switch dynamic weight for the switch element. The method can also include scheduling workload to consume compute resources within the compute environment based at least in part on the port dynamic weight for the port element and the switch dynamic weight for the switch element.
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