Question
Explain the term Resource Provisioning in context of cloud computing. Also, explain the various approaches used for Resource Provisioning. Discuss the problems of Over-provisioning and Under- provisioning.
Answer :
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Resource provisioning in cloud computing refers to the process of allocating, configuring, and managing computing resources such as virtual machines, CPU, memory, storage, network bandwidth, and other services according to the requirements of users and applications. The primary objective of resource provisioning is to ensure that adequate resources are available to meet workload demands while maintaining performance, availability, security, and cost efficiency. Since cloud workloads can change dynamically, provisioning must be flexible and responsive. Resource provisioning can be performed through several approaches. Static or manual provisioning involves allocating resources in advance based on estimated workload requirements. Resources remain relatively fixed for a specified period. This approach is simple and predictable but may result in inefficient resource utilization when workloads fluctuate. Dynamic provisioning automatically adjusts resources according to current workload requirements. Cloud platforms monitor parameters such as CPU utilization, memory consumption, network traffic, and response time and add or remove resources when necessary. Dynamic provisioning
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