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Filtering by: Advisor Malalla, Ebrahim Advisor Etemadi, Amirhossein Keyword Time series

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Forecasting Optimality in Resource Utilization for Cloud Computing Systems to Maximize Quality of Service

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