Conference Proceedings

Cost-effective provisioning and scheduling of deadline-constrained applications in hybrid clouds

RN Calheiros, R Buyya

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Published : 2012

Abstract

In order to meet distributed application deadlines, Resource Management Systems (RMSs) have to utilize additional resources from public Cloud providers when in-house resources cannot cope with the demand of the applications. As a means to enable this feature, called Cloud Bursting, the RMS has to be able to determine when, how many, and for how long such resources are required and provision them dynamically. The RMS has also to determine which tasks will be executed on them and in which order they will be submitted (scheduling). Current approaches for dynamic provisioning of Cloud resources operate at a per-job level, ignoring characteristics of the whole organization workload, which leads t..

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