Global ETD Search
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Showing 1 to 2 of 2 for “"topology-aware learning"”.
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Fundamentals of Cache Aided Wireless Networks
… heterogeneous network from a reinforcement learning perspective for the case when the popularity of content is unknown. We propose a novel topology-aware learning-aided collaborative caching algorithm and show that collaboration among multiple small cells for cache-aided content delivery …
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Graph feature engineering and coordinate-based learning for transferable and energy-efficient artificial intelligence
… for efficient and scalable graph representation learning is presented, emphasizing coordinate-based and explicit structural methods. The research addresses the limitations of Graph Neural Networks (GNNs) in resource-constrained environments, including edge devices and large-scale deployments, by …