A metric monitor may obtain data that measures network traffic of a network, through which a host may be accessed by clients, over one or more time windows. The metric monitor may determine one or more metrics based on the data obtained from the network over the time windows, which may represent performance of the network to the host. The metric monitor may provide the metrics to a workload management system to determine placement of a particular workload at the host.