Tag: Energy Efficiency
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Cost-Aware Model Selection for Efficient LLM Systems
Boost LLM system efficiency with cost-aware model selection, improving accuracy, energy use, and latency for smarter AI orchestration.
Safe Deep Reinforcement Learning for Efficient Heating Control
Optimize building heating with safe deep reinforcement learning to boost energy efficiency, comfort, and demand-side flexibility in smart buildings.
Energy-Efficient Decentralized Federated Learning in IoV
Optimize multi-task federated fine-tuning with energy-aware decentralized scheduling for edge-assisted Internet of Vehicles (IoV) networks.
HiFiNet: Advanced Fault Detection in Wireless Sensor Networks
Discover HiFiNet, a novel framework using edge-based classification and graph aggregation to improve fault detection in wireless sensor networks efficientl...
Performance and Energy Trade-offs in Multi-Request LLM Workflows
Explore how multi-request workflows impact large language models' performance and energy use, with strategies to optimize latency and efficiency.