
Answer-first summary for fast verification
Answer: Client-side instrumentation implemented directly within the code., A synthetic client that periodically sends simulated user requests.
**Client-side instrumentation implemented directly within the code (Correct)**: This method allows you to measure service availability and performance from the user's perspective, capturing issues like load balancer misconfigurations or CDN failures that server-side metrics might miss. **A synthetic client that periodically sends simulated user requests (Correct)**: Synthetic monitoring mimics real user behavior to test service availability and performance, helping identify issues without relying on actual user traffic. **The logs generated by your application servers (Incorrect)**: While useful for diagnosing application issues, server logs may not reveal problems occurring outside the application, such as CDN failures. **The metrics that are extracted from the application servers (Incorrect)**: Similar to logs, server metrics provide valuable insights into application performance but may not detect external issues. **The health checks conducted by GKE for your application servers (Incorrect)**: These checks monitor server health but do not assess end-to-end performance necessary to detect broader network or configuration issues.
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As a DevOps Engineer supporting a multi-regional web service on Google Kubernetes Engine with a Global HTTP/S Cloud Load Balancer, you're using a third-party CDN for initial request routing. Currently, you measure availability at the Cloud Load Balancer level with an SLI. To better cover scenarios like load balancer misconfigurations, CDN failures, or global networking disasters, where should you implement a new SLI?
A
The health checks conducted by GKE for your application servers.
B
The metrics that are extracted from the application servers.
C
Client-side instrumentation implemented directly within the code.
D
A synthetic client that periodically sends simulated user requests.
E
The logs generated by your application servers.