Answer-first summary for fast verification
Answer: Install and start the Profiler agent to continuously collect performance data and send it to Profiler.
Cloud Profiler is designed as a low-overhead, statistical profiler that continuously collects CPU usage and memory-allocation data from your production applications without affecting their performance. Options A, C, and D are not suitable for this specific requirement. Reference: [Cloud Profiler Documentation](https://cloud.google.com/profiler/docs/about-profiler)
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Your organization runs a Java application on Kubernetes Engine in Production and needs to benchmark its performance metrics like CPU time and Heap without impacting the application's performance. Which solution would you choose?
A
Install the Logging agent and send logs to Cloud Logging, then create log-based metrics.
B
Install and start the Profiler agent to continuously collect performance data and send it to Profiler.
C
Install the monitoring agent and send metrics to Cloud Monitoring.
D
Install the Tracing agent and send latency metrics to Cloud Trace.