Journal article
Guidelines for Selecting Hadoop Schedulers Based on System Heterogeneity
Abstract
Hadoop has been developed as a solution for performing large-scale data-parallel applications in Cloud computing. A Hadoop system can be described based on three factors: cluster, workload, and user. Each factor is either heterogeneous or homogeneous, which reflects the heterogeneity level of the Hadoop system. This paper studies the effect of heterogeneity in each of these factors on the performance of Hadoop schedulers. Three schedulers which …
Authors
Rasooli A; Down DG
Journal
Journal of Grid Computing, Vol. 12, No. 3, pp. 499–519
Publisher
Springer Nature
Publication Date
9 2014
DOI
10.1007/s10723-014-9299-2
ISSN
1570-7873