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Filtering by: Advisor Malalla, Ebrahim Committee Member Blackburn, Timothy Committee Member Malalla, Ebrahim Keyword Optimization Keyword Multivariate

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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:

Multivariate, Cloud computing, k-NN, Optimization, Machine Learning, and Time series

GW Unit:

Engineering Management

Degree:

D.Engr.

Advisor:

Etemadi, Amirhossein and Malalla, Ebrahim

Committee Member(s):

Etemadi, Amirhossein, Blackburn, Timothy, and Malalla, Ebrahim

Resource Type:

Thesis or Dissertation

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

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