CAS-005 Exam Dumps | A company migrated a critical workload from its data center to the cloud. The workload uses a very large

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Question 75/120

A company migrated a critical workload from its data center to the cloud. The workload uses a very large data set that requires computational-intensive data processing. The business unit that uses the workload is projecting the following growth pattern:
* Storage requirements will double every six months.
* Computational requirements will fluctuate throughout the year.
* Average computational requirements will double every year.
Which of the following should the company do to address the business unit's requirements?

A. Deploy a cloud-based CDN for storage and a load balancer for compute.

B. Combine compute and storage in vertically autoscaling mode.

C. Implement a load balancer for computing and storage resources.

D. Plan for a horizontally scaling computing and storage infrastructure.

Correct Answer: D

Comprehensive and Detailed Explanation:
SecurityX CAS-005 cloud architecture guidance emphasizes horizontal scaling for workloads that need to handle both predictable and fluctuating growth over time. Horizontal scaling allows the infrastructure to add nodes for both compute and storage dynamically, providing elasticity to meet fluctuating computational demands while accommodating exponential storage growth.
* Vertical scaling (B) has hardware limits and is not as flexible for large, sustained growth.
* CDN (A) is optimized for content distribution, not intensive compute workloads.
* Load balancing (C) distributes workloads but does not address scaling for data growth.

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