Figure 2 quantifies the level of fairness and isolation provided by the Hadoop MapReduce fair scheduler [2, 34]. The figure shows the CDFs of the ratio between the task CPU demand and the slot CPU share,and of the ratio between the task memory demand and the slot memory share.