FSISUS06: How do you monitor and minimize resource usage for financial services workloads?
Monitor and analyze your financial services' usage patterns to minimize resource usage. Identify services that are not required to be operational at all times or that can be scaled up and down based on user access patterns.
FSISUS06-BP01 Actively monitor your FSI resource usage
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Monitor and analyze your financial services' usage patterns to minimize resource usage.
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Identify services that are not required to always be operational, or that can be scaled up and down based on user access patterns.
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For example, many consumer-based services can be scaled down or turned off during off-peak hours.
Prescriptive guidance
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Remove underutilized software modules and combine these functions into other software services.
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Minimize the average resource demand required per unit-of-work using automatic scaling services, serverless transaction processing, or shutting down your resources when usage patterns permit.
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Use queue-driven architectures, pipeline management, and On-Demand Instance workers to maximize your utilization for batch processing.
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Implement comprehensive monitoring of generative AI resource consumption using Amazon CloudWatch.
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Track token lengths of prompts and model responses to measure generative AI utilization.
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Identify idle time periods to scale down or suspend generative AI inference endpoints.
