Ecole d'ingénieur et centre de recherche en Sciences du numérique

Selective fair scheduling over fading channels

Destounis, Apostolos; Paschos, Georgios S.; Gesbert, David

Submitted on ArXiV on January 5th, 2018

Imposing fairness in resource allocation incurs a loss of system throughput, known as the Price of Fairness (P oF). In wireless scheduling, P oF increases when serving users with very poor channel quality because the scheduler wastes resources trying to be fair. This paper proposes a novel resource allocation framework to rigorously address this issue. We introduce selective fairness: being fair only to selected users, and improving P oF by momentarily blocking the rest. We study the associated admission control problem of finding the user selection that minimizes P oF subject to selective fairness, and show that this combinatorial problem can be solved efficiently if the feasibility set satisfies a condition; in our model it suffices that the wireless channels are stochastically dominated. Exploiting selective fairness, we design a stochastic framework where we minimize P oF subject to an SLA, which ensures that an ergodic subscriber is served frequently enough. In this context, we propose an online policy that combines the drift-plus-penalty technique with GradientBased Scheduling experts, and we prove it achieves the optimal P oF. Simulations show that our intelligent blocking outperforms by 40% in throughput previous approaches which satisfy the SLA by blocking low-SNR users. 

Arxiv Bibtex

Titre:Selective fair scheduling over fading channels
Type:Conférence
Langue:English
Ville:
Date:
Département:Systèmes de Communication
Eurecom ref:5423
Copyright: © EURECOM. Personal use of this material is permitted. The definitive version of this paper was published in Submitted on ArXiV on January 5th, 2018 and is available at :
Bibtex: @inproceedings{EURECOM+5423, year = {2018}, title = {{S}elective fair scheduling over fading channels}, author = {{D}estounis, {A}postolos and {P}aschos, {G}eorgios {S}. and {G}esbert, {D}avid}, booktitle = {{S}ubmitted on {A}r{X}i{V} on {J}anuary 5th, 2018}, address = {}, month = {01}, url = {http://www.eurecom.fr/publication/5423} }
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