A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds

Bag-of-Tasks (BoT) workflows are widespread in many big data analysis fields. However, there are very few cloud resource provisioning and scheduling algorithms tailored for BoT workflows. Furthermore, existing algorithms fail to consider the stochastic task execution times of BoT workflows which lea...

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Bibliographic Details

Published in:	Future generation computer systems Vol. 71; pp. 57 - 72
Main Authors:	Cai, Zhicheng, Li, Xiaoping, Ruiz, Rubén, Li, Qianmu
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.06.2017
Subjects:	Bag of tasks Cloud computing Scheduling Stochastic Workflow Cloud computing Workflow Scheduling Stochastic Bag of tasks
ISSN:	0167-739X, 1872-7115
Online Access:	Get full text
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