Answer: Compute optimized instances

## Explanation For CPU-intensive workloads, **Compute Optimized instances** are the most appropriate choice. Here's why: ### EC2 Instance Type Characteristics: 1. **Compute Optimized Instances (Correct Answer)**: - Designed for compute-bound applications - Feature high-performance processors - Ideal for batch processing, media transcoding, high-performance computing (HPC), scientific modeling, and gaming servers - Examples: C5, C6g, C6i instances 2. **General Purpose Instances**: - Provide a balance of compute, memory, and networking resources - Suitable for a wide variety of workloads - Not optimized specifically for CPU-intensive tasks - Examples: T3, M5, M6g instances 3. **Memory Optimized Instances**: - Designed for memory-intensive applications - Feature high memory-to-CPU ratios - Ideal for in-memory databases, real-time big data analytics, and high-performance caching - Examples: R5, X1, X2gd instances 4. **Storage Optimized Instances**: - Designed for workloads that require high, sequential read/write access to large datasets - Feature high disk throughput - Ideal for NoSQL databases, data warehousing, and log processing - Examples: I3, D2 instances ### Key Takeaway: When selecting EC2 instance types, always match the instance family to the primary resource requirement of your workload: - **CPU-intensive** → Compute Optimized - **Memory-intensive** → Memory Optimized - **Storage-intensive** → Storage Optimized - **Balanced workloads** → General Purpose This ensures optimal performance and cost-efficiency for your specific use case.

Author: Ritesh Yadav