Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance

Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance

We consider hierarchical beamforming in wireless networks. For a given population of flows, we propose computationally efficient algorithms for fair rate allocation including proportional fairness and max-min fairness. We further propose closed-form formulas for flow level performance, for both elas...

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Veröffentlicht in:Performance evaluation review 2019-01, Vol.46 (3), p.70-71
Hauptverfasser: Floquet, Julien, Combes, Richard, Altman, Zwi
Format: Artikel
Sprache:eng
Schlagworte:
Artificial Intelligence
Computer Science
Information Theory
Machine Learning
Mathematics
Networking and Internet Architecture
Optimization and Control
Probability
Statistics
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Zusammenfassung:We consider hierarchical beamforming in wireless networks. For a given population of flows, we propose computationally efficient algorithms for fair rate allocation including proportional fairness and max-min fairness. We further propose closed-form formulas for flow level performance, for both elastic and streaming traffic (1).
ISSN:0163-5999
1557-9484
DOI:10.1145/3308897.3308929