2 papers
cs.DS2026
Generalized Balls into Bins
Zhiyi Huang, Kaifeng Lin, Qinpei Lou +2
Consider a set of bins and two-choice balls arriving by a Poisson process. We must allocate each incoming ball immediately to one of two incident bins. For a given function and…
cs.DS2026
Mixture-of-Experts Serving
Zhiyi Huang, Qinpei Lou, Tao Xiao
Mixture-of-Experts (MoE) models route each token to only a few expert networks, distributing the serving load across experts whose popularity shifts over time. A serving system mus…