Forecasting for Grid and Cloud Computing On-Demand Resources Based on Pattern Matching

@article{Caron2010ForecastingFG,
  title={Forecasting for Grid and Cloud Computing On-Demand Resources Based on Pattern Matching},
  author={Eddy Caron and Fr{\'e}d{\'e}ric Desprez and Adrian Muresan},
  journal={2010 IEEE Second International Conference on Cloud Computing Technology and Science},
  year={2010},
  pages={456-463}
}
The Cloud phenomenon brings along the cost-saving benefit of dynamic scaling. As a result, the question of efficient resource scaling arises. Prediction is necessary as the virtual resources that Cloud computing uses have a setup time that is not negligible. We propose an approach to the problem of workload prediction based on identifying similar past occurrences of the current short-term workload history. We present in detail the Cloud client resource auto-scaling algorithm that uses the above… CONTINUE READING
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