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Filtering by: Advisor Etemadi, Amirhossein Committee Member Malalla, Ebrahim Author Seevaratnam, Niranjan Degree D.Engr. Keyword Time series Type of Work Thesis or Dissertation

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:

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

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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