This thrust develops mechanisms and management strategies that reduce operational carbon by aligning computing demand with clean energy availability. The research spans three layers: demand response frameworks that coordinate grid operators, datacenter operators, and end users; power mechanisms such as energy proportionality and computational sprinting; and power management algorithms using game theory, reinforcement learning, and real-time scheduling across heterogeneous infrastructure.