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Filtering by: Advisor Etemadi, Amirhossein Committee Member Blackburn, Timothy Author Seevaratnam, Niranjan Keyword Time series Keyword Optimization

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Description:: Forecasting of resource utilization in large cloud computing systems is essential to maintain high-quality service and fulfill service level agreements to ensure cost-effectiveness and profitability. Accurately forecasting long-term resource utilization can be challenging, as it is dynamic and...
Author:: Seevaratnam, Niranjan
Keyword:: Machine Learning, Optimization, Cloud computing, Multivariate, Time series, and k-NN
GW Unit:: Engineering Management
Degree:: D.Engr.
Advisor:: Malalla, Ebrahim and Etemadi, Amirhossein
Committee Member(s):: Blackburn, Timothy, Malalla, Ebrahim, and Etemadi, Amirhossein
Resource Type:: Thesis or Dissertation

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