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Usage Monitoring & Optimization

Monitoring:

Implementing power metering and energy monitoring systems to track power consumption and usage patterns across the infrastructure. Utilizing data logging and historical trend analysis to identify opportunities for energy efficiency improvements. Integrating with building management systems (BMS) and energy management software for centralized monitoring and control of power usage.

Optimization:

Implementing power management policies and scheduling routines to optimize power usage based on demand patterns and workload fluctuations. Implementing dynamic voltage and frequency scaling (DVFS) algorithms to dynamically adjust CPU and GPU power consumption based on workload requirements. Deploying energy-efficient hardware and equipment upgrades to reduce overall power consumption and carbon footprint.