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Demonstrates a method to predict resource consumption in cloud computing, indicating a way to enhance provisioning models.
A major challenge in Cloud computing is resource provisioning for computational tasks. Not surprisingly, previous work has established a number of solutions to provide Cloud resources in an efficient manner. However, in order to realize a holistic resource provisioning model, a prediction of the future resource consumption of upcoming computational tasks is necessary. Nevertheless, the topic of prediction of Cloud resource utilization is still in its infancy stage.
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Borkowski et al. (2016) studied this question.
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