Learning mean-field control for delayed information load balancing in large queuing systems

A Tahir, K Cui, H Koeppl - … of the 51st International Conference on …, 2022 - dl.acm.org
Recent years have seen a great increase in the capacity and parallel processing power of
data centers and cloud services. To fully utilize the said distributed systems, optimal load …

[HTML][HTML] Scalable Planning in Large Multi-Agent Queuing Systems

A Tahir - tuprints.ulb.tu-darmstadt.de
This dissertation presents methods for modelling large queuing systems which are integral
to our daily lives, impacting processes and systems significantly. Load balancing, is a vital …