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lightweight to heavyweight) based on real-time constraints (e.g., battery level, network latency, device memory) [10, 11]. • Federated Learning: Study federated learning(FL) as a means to distribute AI
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, sensing, photonics, AI optimisation, semiconductors, algorithms, wireless systems, distributed technologies, and AI system integration. The network works closely with the EDGE AI FOUNDATION and builds
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candidate for the UPC-2 research project "Multi-agent multi-objective agent-based modelling for automatic distributed optimization of cellular networks" at the Universitat Politècnica de Catalunya (UPC
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architecture. Communication networks are evolving towards increasingly distributed and heterogeneous architectures. 6G aims in particular to natively integrate multiple radio access technologies, including non
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. Expanding their impact in real-world deployments requires addressing the heterogeneity of hardware, data, and resource availability in distributed scenarios. This research will explore novel approaches
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synchronization, distributed metrology, and distributed quantum computing. Terrestrial networks (fibers, quantum repeaters) provide a backbone but remain limited by attenuation. The integration of satellite links
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and one year at the other institution. Scientific Context and Originality Traditionally, congestion management relied on preventive planning, redispatch, and curtailment under fixed network topologies
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zero-touch management Distributed intelligence in the edge–cloud continuum Network digital twins for predictive optimization 6GApps and network‑application frameworks Open RAN, programmable network
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the design of adaptive scheduling mechanisms. Several directions will be explored, including local adjustments of GCL, adaptive resizing of time slots, and distributed coordination strategies between network
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articles, present results in weekly meetings and at conferences. Where to apply Website https://seuelectronica.upc.edu/en/procedures/call-for-recruitment-of-ptgas-staf… Requirements Research FieldEngineering