12 citations · 30 across the 23 of their papers we have counts for
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cs.DC2022
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control
Kai Cui, Mustafa Burak Yilmaz, Anam Tahir +2
The optimal offloading of tasks in heterogeneous edge-computing scenarios is of great practical interest, both in the selfish and fully cooperative setting. In practice, such syste…
cs.DC2022
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems
Anam Tahir, Kai Cui, Heinz Koeppl
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 loa…