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FSISUS09: How do you optimize areas of your code that use the most resources? - Financial Services Industry Lens
FSISUS09-BP01 Monitor and optimize areas of code that are the most compute resource-intensive

FSISUS09: How do you optimize areas of your code that use the most resources?

Analyze and optimize your code's efficiency to improve resource utilization.

FSISUS09-BP01 Monitor and optimize areas of code that are the most compute resource-intensive

Prescriptive guidance

  • Use CodeGuru and Amazon Q Developer to optimize your code's efficiency.

  • If possible, choose the most efficient OS and programming languages to run your code.

  • Remove unnecessary code such as modules that perform sorting or formatting.

  • Optimize generative AI model inference code using efficient model architectures.

  • Implement model distillation to create smaller, task-specific generative AI models.

  • Use specialized instances like EC2 Inferentia for generative AI workloads.