14 citations · 20 across the 3 of their papers we have counts for
5 papers
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms
Xin Liu, Kang Gong, Lei Ying
This paper studies the sensitivity (or insensitivity) of a class of load balancing algorithms that achieve asymptotic zero-waiting in the sub-Halfin-Whitt regime, named LB-zero. Mo…
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes
Honghao Wei, Xin Liu, Lei Ying
This paper presents the first model-free, simulator-free reinforcement learning algorithm for Constrained Markov Decision Processes (CMDPs) with sublinear regret and zero constrain…
Steady-State Analysis of Load Balancing with Coxian- Distributed Service Times
Xin Liu, Kang Gong, Lei Ying
This paper studies load balancing for many-server ( servers) systems. Each server has a buffer of size and can have at most one job in service and jobs in the buffe…
On Universal Scaling of Distributed Queues under Load Balancing
Xin Liu, Lei Ying
This paper considers the steady-state performance of load balancing algorithms in a many-server system with distributed queues. The system has servers, and each server maintain…
A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime
Xin Liu, Lei Ying
This paper studies a class of load balancing algorithms for many-server ( servers) systems assuming finite buffer with size (i.e. a server can have at most one job in serv…