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Answer: Implement cost monitoring and alerts to track AI resource usage and identify areas for optimization. Utilize auto-scaling to adjust resources based on demand while keeping an eye on cost.
Option C is the correct answer. Implementing cost monitoring and alerts allows you to track AI resource usage and identify areas for optimization. Utilizing auto-scaling ensures that the AI service can handle varying workloads while optimizing resource allocation. This approach helps manage costs effectively without compromising the performance of the AI service.
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As an Azure AI Engineer, you are responsible for managing costs for Azure AI services. Your company has a budget constraint, and you need to optimize the usage of AI resources. What strategies can you employ to effectively manage costs while ensuring the performance of the AI service?
A
Increase the number of AI resources to improve performance without considering the cost implications.
B
Use auto-scaling to automatically adjust the number of AI resources based on demand, but ignore cost monitoring.
C
Implement cost monitoring and alerts to track AI resource usage and identify areas for optimization. Utilize auto-scaling to adjust resources based on demand while keeping an eye on cost.
D
Disable auto-scaling and manually manage the number of AI resources to reduce costs, regardless of performance impact.
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