A company is running a high-performance computing (HPC) application that requires a large amount of memory and CPU resources. The workload experiences periodic spikes in demand, and the company wants to optimize costs while ensuring consistent performance. Which AWS solution should they consider?

Simulated

Use EC2 instances with the appropriate instance type and size, and implement Auto Scaling to handle demand spikes.

30.4%

Use EC2 Reserved Instances to reserve a fixed amount of capacity at a discounted rate.

21.7%

Use AWS Lambda for serverless computing, and provision resources dynamically based on demand.

13.0%

Use AWS Spot Instances to bid for spare EC2 capacity at a discounted price.

34.8%

AWS Certified Solutions Architect - Associate