A cloud performance engineer is asked to review the usage and resource utilization from last quarter and then provide analysis and a recommendation. The data shown in the exhibit is collected and plot

Migrating to a different cloud provider is a drastic and costly measure that does not address the specific resource utilization issues within the current setup.

Monitoring utilization to ensure it does not exceed 80% is a monitoring strategy, not a performance improvement recommendation to address existing high utilization or allow for growth.

Hyperthreading allows a single physical CPU core to act as two logical processors, improving CPU utilization and throughput for many workloads. Adding memory provides more RAM for applications, reducing disk I/O from swapping and allowing the system to handle more processes and larger datasets, which together can significantly enhance performance and allow for future growth.

Adding more CPUs directly might be effective for CPU-bound workloads, but enabling hyperthreading is often a more cost-effective and immediate way to increase logical CPU capacity and performance, especially when combined with memory upgrades for overall system responsiveness.