Open, Closed, and Mixed Networks of Queues with Different Classes of Customers
Journal of the ACM (JACM)
Flow rate fairness: dismantling a religion
ACM SIGCOMM Computer Communication Review
Fair bandwidth sharing between unicast and multicast flows in best-effort networks
Computer Communications
Integration of unicast and multicast scheduling in input-queued packet switches
Computer Networks: The International Journal of Computer and Telecommunications Networking
Opportunistic beamforming using dumb antennas
IEEE Transactions on Information Theory
Multicast scheduling for scalable video streaming in wireless networks
MMSys '10 Proceedings of the first annual ACM SIGMM conference on Multimedia systems
An Architecture for Service Quality Management Using Cooperative Communications
Wireless Personal Communications: An International Journal
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Integration of multicast and unicast data in future radio access networks will be necessary in order to improve the resource efficiency and provide new services. Such integration requires new and efficient resource sharing mechanisms. These mechanisms need to be optimized to provide the best possible trade-off between resource efficiency and fairness. In this article, we consider a case where streaming multicast users are multiplexed together with elastic unicast users on a common time-slotted channel. We derive a system model to study the performance of various resource allocations strategies under proportional and resource fairness constraints. Fairness is directly defined in terms of the users' utilities rather than of the throughputs they are assigned to. We also describe an extension of the well-known unicast proportional fair scheduler to the multicast scenario. Through extensive simulations we demonstrate the performance of this scheduler for various traffic loads and multicast group sizes.