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Load balancing is critical for the performance of big server clusters. Although many load balancers are available for improving performance in parallel applications, the load-balancing problem is not fully solved yet. Recent advances in security and architecture design advocate load balancing on a session level. However, due to the high dimensionality of session-level load balancing, little attention...
We consider control systems consisting of teams of agents operating in stochastic environments and communicating through a network with dynamic topology. An optimal centralized control policy can be derived from the Q-function associated with the problem. However, computing and storing the Q-function is intractable for systems of practical scale, and having a centralized policy may lead to prohibitive...
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