AMREF: An Adaptive MapReduce Framework for Real Time ...

In Figure 8, we demonstrate the scheduling effect of the task-level adaptive MapReduce framework. Figure 8(a) illustrates the data split count of each Map task queue in each minute. Correspondingly, Figure 8(b) demonstrates the number of Map task that are actively using. These Map task numbers are calculated by Theorem 2 and 3. ................
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