Learning-NUM: Utility Maximization in Stochastic Queueing Networks
Network Utility Maximization (NUM) studies the problems of allocating traffic rates to network users in order to maximize the users’ total utility subject to network resource constraints. We propose a new paradigm of utility maximization in stochastic queueing networks where the utility functions ar...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/150175 |