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Multi-resource fair schedulers have been widely implemented in compute clusters to provide service isolation guarantees. Existing multi-resource sharing policies, notably dominant resource fairness (DRF) and its variants, are designed for unconstrained jobs that can run on all machines in a cluster. However, an increasing number of datacenter jobs specify placement constraints and can only run on a particular class of machines meeting specific hardware/software requirements (e.g., GPUs or adoi:10.1145/2896377.2901493 dblp:conf/sigmetrics/WangLLL16 fatcat:n3kboaagbnea5d24pl34atlfte