Resource and Performance Distribution Prediction for Large Scale Analytics Queries

Abstract

Efficient resource consumption and performance estimation of data-intensive workloads is central to the design and development of workload management techniques. Recent work has explored the efficacy of using distribution-based estimation of workload performance as opposed to single point prediction for a number of workload management problems such as query… (More)
DOI: 10.1145/2851553.2851578

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Cite this paper

@inproceedings{Khoshkbarforoushha2016ResourceAP, title={Resource and Performance Distribution Prediction for Large Scale Analytics Queries}, author={Alireza Khoshkbarforoushha and Rajiv Ranjan}, booktitle={ICPE}, year={2016} }