Cloud computing is the provision of IT resources (IaaS) on-demand using a
pay as you go model over the internet.It is a broad and deep platform that
helps customers builds sophisticated, scalable applications. To get the full
benefits, research on a wide range of topics is needed. While resource over-provisioning can cost users more than necessary, resource under provisioning
hurts the application performance. The cost effectiveness of cloud computing
highly depends on how well the customer can optimize the cost of renting
resources (VMs) from cloud providers. The issue of resource provisioning
optimization from cloud-consumer potential is a complicated optimization
issue, which includes much uncertainty parameters. There is a much research
avenue available for solving this problem as it is in the real-world. Here, in
this paper we provide details about various optimization techniques for
resource provisioning.

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