Enhancing Data Centre Networks with MTRLNO and Education

Created using ChatSlide

This presentation delves into the MTRLNO System, a cutting-edge Multi-Task Reinforcement Learning framework poised to enhance Data Centre Network (DCN) efficiency. Participants will explore its role in DCN optimisation, leveraging advances like the PER-SAC algorithm to address congestion issues. We provide a performance analysis that highlights latency improvements and reduced flow completion times, comparing these with existing methodologies. Despite challenges in hardware and testing,...