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A Case for Abstract Cost Models for Distributed Execution of Analytics Operators

We consider data analytics workloads on distributed architectures, in particular clusters of commodity machines. To find a job partitioning that minimizes running time, a cost model, which we more accurately refer to as makespan model, is needed. In attempting to find the simplest possible, but suff...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Big Data Anal Knowl Discov (2017)
Prif Awduron: Li, Rundong, Mi, Ningfang, Riedewald, Mirek, Sun, Yizhou, Yao, Yi
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6289186/
https://ncbi.nlm.nih.gov/pubmed/30547159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-64283-3_11
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