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Paper Details
Paper Title
A Survey on Resource Provisioning Using Machine Learning in Cloud Computing
Authors
  Manali Trivedi,  Prof.Hinal Somani
Abstract
Cloud Computing is widely used for sharing of data, Information and Resources. Resource provisioning is used for providing resources in Cloud Computing. Cloud Computing uses different techniques for resource provisioning. Resource Provisioning has many problems like auto scaling and workload for CPU Utilization . Machine Learning is used for resource Provisioning so Provisioning can be done Efficiently. In this review paper we have reviewed some techniques which are used for CPU Utilization and also for scaling and some technique uses machine learning techniques. Proposed model Accepts Request from the user than Request Manager manages the requests than ML Processor check which request wants how much resources on basis of previous requests and than Resource Provisioning is execute and scaling decision is performed.
Keywords- Cloud Computing , Machine Learning , Resource Provisioning, CPU Utilization
Publication Details
Unique Identification Number - IJEDR1604079Page Number(s) - 546-549Pubished in - Volume 4 | Issue 4 | November 2016DOI (Digital Object Identifier) -    Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Manali Trivedi,  Prof.Hinal Somani,   "A Survey on Resource Provisioning Using Machine Learning in Cloud Computing", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.4, Issue 4, pp.546-549, November 2016, Available at :http://www.ijedr.org/papers/IJEDR1604079.pdf
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