HFSP: Bringing Size-Based Scheduling To Hadoop

Size-based scheduling with aging has been recognized as an effective approach to guarantee fairness and near-optimal system response times. We present HFSP, a scheduler introducing this technique to a real, multi-server, complex, and widely used system such as Hadoop. Size-based scheduling requires...

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Veröffentlicht in:	IEEE transactions on cloud computing 2017-01, Vol.5 (1), p.43-56
Hauptverfasser:	Pastorelli, Mario, Carra, Damiano, DellAmico, Matteo, Michiardi, Pietro
Format:	Artikel
Sprache:	eng
Schlagworte:	Aging Batch processing Cloud computing data analysis Estimation MapReduce Processor scheduling Scheduling Silicon Time factors Training
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