IEEE

Deep Learning-Based Beamforming Optimization for ISAC Systems: A Low-Complexity and Transferable Framework

Abstract: Due to the increasing number of users and antennas in extremely large antenna arrays (ELAA) based integrated sensing and communication (ISAC) systems, the complexity of beamforming ...
InfoQ

Autonomous Big Data Optimization: Multi-Agent Reinforcement Learning to Achieve Self-Tuning Apache Spark

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
C&EN

Machine Learning-Based Optimization of Thermodynamic Performance of Combustion Processes in a Cement Manufacturing Plant

Department of Chemical Engineering, School of Chemical and Materials Engineering, National University of Sciences and Technology, H-12, Islamabad 44000, Pakistan Department of Chemical Engineering, ...
IEEE

Learning-Driven Rate-Splitting for Energy-Efficient Hardware-Impaired Cell-Free URLLC Systems

Abstract: Efficient resource allocation in hardware-impaired cell-free systems is critical for achieving the stringent requirements of ultra-reliable low-latency communication (URLLC) while ...