44 citations · 61 across the 9 of their papers we have counts for
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cs.NI2011★ 1 cited
Max-Weight Scheduling in Queueing Networks with Heavy-Tailed Traffic
Mihalis G. Markakis, Eytan H. Modiano, John N. Tsitsiklis
We consider the problem of packet scheduling in single-hop queueing networks, and analyze the impact of heavy-tailed traffic on the performance of Max-Weight scheduling. As a perfo…
cs.LG2011★ 44 cited
Mean-Variance Optimization in Markov Decision Processes
Shie Mannor, John Tsitsiklis
We consider finite horizon Markov decision processes under performance measures that involve both the mean and the variance of the cumulative reward. We show that either randomized…