Tag: RNN optimization
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Automating MIMO Energy Management with Machine Learning and AI: A Paradigm Shift in Sustainable Cellular Network Operations
Introduction: The Energy Imperative in Modern Telecommunications The global telecommunications industry stands at a critical juncture. As mobile data consumption continues its exponential trajectory—driven by 5G adoption, IoT proliferation, and bandwidth-hungry applications—the energy footprint of cellular networks has become a pressing environmental and economic concern. By 2020, mobile networks were estimated to account for 2%…