SAOITHE applies a Whittle-index policy to a constrained MDP for minimizing Age of Information under carbon footprint, duty-cycle, and capacity limits, showing lower AoI than baselines while staying inside CF budgets across real CI traces.
Towards a Sustain- able Age of Information Metric: Carbon Footprint of Real-Time Status Updates,
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SAOITHE: Sustainable Age-of-Information-Based Timely Status Updating for Hardware-constrained Edge networks
SAOITHE applies a Whittle-index policy to a constrained MDP for minimizing Age of Information under carbon footprint, duty-cycle, and capacity limits, showing lower AoI than baselines while staying inside CF budgets across real CI traces.