Google Associate Cloud Engineer

Explanation

For a caching reverse proxy requiring approximately 32 GB of RAM at the lowest cost, Compute Engine custom machine type is the correct choice. Here's why:

Analysis of Options:

1. App Engine Standard: This is a serverless platform optimized for web applications and APIs. It has memory limitations (up to 2 GB in standard environment) and is not suitable for a caching reverse proxy requiring 32 GB RAM.

2. Cloud Run: This is a serverless container platform that scales to zero. While it supports custom memory configurations, it's optimized for stateless containers and may not be cost-effective for a continuously running caching proxy with high memory requirements.

3. Compute Engine custom machine type: This is the most appropriate choice because:

   • Allows you to create VMs with exactly the resources you need (32 GB RAM)
   • Provides the most cost-effective solution for predictable workloads
   • Offers full control over the instance configuration
   • Can be optimized for memory-intensive workloads
   • No unnecessary overhead from serverless platforms

4. Cloud Functions: This is a serverless functions-as-a-service platform with strict memory limits (up to 16 GB) and is not designed for long-running processes like caching reverse proxies.

Key Considerations:

• Memory Requirement: 32 GB RAM eliminates App Engine Standard and Cloud Functions due to their memory limitations.
• Cost Optimization: Compute Engine allows you to pay only for the resources you need without the overhead of serverless platforms.
• Workload Type: A caching reverse proxy is a long-running, stateful service that benefits from dedicated resources.
• Customization: Compute Engine custom machine types let you optimize CPU-to-memory ratio for your specific needs.

Additional Notes:

For a caching reverse proxy, you might also consider using:

• Memorystore for Redis or Memcached if you need a managed caching service
• Cloud Load Balancing with Cloud CDN for caching at the edge

However, for the specific requirement of a caching reverse proxy with 32 GB RAM at the lowest cost, Compute Engine custom machine type is the most suitable option among those provided.