Using of Machine Learning into Cloud Environment (A Survey): Managing and Scheduling of Resources in Cloud Systems

Cloud computing is a model for delivering information technology services in which resources are retrieved from the internet through web-based tools and applications, rather than a direct connection to a server. Many companies, such as Amazon, Google, Microsoft and so on, are developing cloud comput...

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Bibliographic Details
Main Authors: Hormozi, E., Hormozi, H., Akbari, M. K., Javan, M. S.
Format: Conference Proceeding
Language:English
Subjects:
allocating resource
Cloud computing
Computational modeling
Computers
intelligenty managing
Machine learning
Processor scheduling
Resource management
Time factors
Online Access:Request full text
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Summary:Cloud computing is a model for delivering information technology services in which resources are retrieved from the internet through web-based tools and applications, rather than a direct connection to a server. Many companies, such as Amazon, Google, Microsoft and so on, are developing cloud computing systems and enhancing their services to provide for a larger amount of users. This technology holds a vast scope of using the various aspects of machine learning for increased performance and solving some of the challenges in front of the research community. in this survey, we investigate the effects using the concepts of machine learning on cloud environments, e.g. automated resource allocation mechanism, intelligently managing and allocating resources with SmartSLA, resources scheduling, etc.
DOI:10.1109/3PGCIC.2012.69