Cloud operators utilize collective communication optimizers to enhance the efficiency of the single-tenant, centrally managed training clusters they manage. However, current optimizers struggle to ...

Abstract: Solving the multi-commodity flow problem in large networks is the core of current telecommunication networks. Integer linear programming shows its ability to solve this problem efficiently ...

Airspace sectorization and traffic management are critical components of modern aviation, addressing the challenges posed by continually increasing air traffic and the demand for enhanced operational ...

Abstract: Quantum computing is a promising area to tackle optimization problems. Several algorithms are derived from this paradigm. One interesting method is called Quantum Approximate Optimization ...