A medical research institute is deploying a genomics platform on Amazon EC2 with three distinct workloads:
1. A public-facing web portal that must run continuously 24/7 with a predictable, constant baseline capacity.
2. A data analysis cluster that processes large genetic datasets. The processing jobs are fault-tolerant, can be paused and resumed, and have no strict completion deadlines.
3. A clinical reporting application used by hospital staff during local business hours (9:00 AM to 5:00 PM, Monday through Friday). This application requires constant availability during these hours and cannot tolerate any service interruptions.
Which combination of Amazon EC2 pricing models is the most cost-effective for these workloads?
- ASpot Instances for the public-facing web portal, Savings Plans for the data analysis cluster, and On-Demand Instances for the clinical reporting application
- BOn-Demand Instances for all three workloads to ensure the institute avoids operating expenses (OpEx) and relies entirely on capital expenses (CapEx)
- Savings Plans for the public-facing web portal, Spot Instances for the data analysis cluster, and On-Demand Instances for the clinical reporting applicationCevap
- DReserved Instances for the public-facing web portal, On-Demand Instances for the data analysis cluster, and Savings Plans for the clinical reporting application
Cevap
Savings Plans for the public-facing web portal, Spot Instances for the data analysis cluster, and On-Demand Instances for the clinical reporting application
The public-facing web portal has a continuous, predictable 24/7 load, making a commitment-based model like Savings Plans (or Reserved Instances) the most cost-effective choice. The data analysis cluster runs fault-tolerant, interruptible workloads, which are ideal for Spot Instances to achieve the maximum discount. The clinical reporting application only runs during business hours (40 hours per week, which is approximately 24% utilization). Committing to a 24/7 Savings Plan for this application would be wasteful compared to using On-Demand Instances and shutting them down outside of business hours.
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Anahtar Kavram
Selecting cost-optimized Amazon EC2 pricing models based on workload utilization, predictability, and fault tolerance.