TY - GEN
T1 - Radio resource calendaring in cloud-based radio access networks
AU - Elias, Jocelyne
AU - Martignon, Fabio
AU - Morcos, Mira
AU - Chen, Lin
AU - Chahed, Tijani
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/5/18
Y1 - 2018/5/18
N2 - Bandwidth calendaring refers to the possibility of shifting some bulk data transfers, typically of large size with less stringent real-time constraint, to the moments when the network is less congested. In this paper, we exploit calendering in radio resource allocation in Cloud-based Radio Access Networks (C-RANs), where calendaring naturally fits the centralized C-RAN architecture. We formulate the optimal calendaring problem using Integer Linear Programming (ILP), taking into account specific constraints of users' connections and the C-RAN operator. Given the complexity of the optimization problem, we devise effective heuristics producing close-to-optimum solutions in polynomial time. Extensive simulations, conducted in representative network scenarios, demonstrate the effectiveness of our proposed approach in improving the performance of C-RAN scheduling.
AB - Bandwidth calendaring refers to the possibility of shifting some bulk data transfers, typically of large size with less stringent real-time constraint, to the moments when the network is less congested. In this paper, we exploit calendering in radio resource allocation in Cloud-based Radio Access Networks (C-RANs), where calendaring naturally fits the centralized C-RAN architecture. We formulate the optimal calendaring problem using Integer Linear Programming (ILP), taking into account specific constraints of users' connections and the C-RAN operator. Given the complexity of the optimization problem, we devise effective heuristics producing close-to-optimum solutions in polynomial time. Extensive simulations, conducted in representative network scenarios, demonstrate the effectiveness of our proposed approach in improving the performance of C-RAN scheduling.
KW - C-RAN
KW - Calendaring
KW - Heuristics
KW - Integer Linear Programming
UR - https://www.scopus.com/pages/publications/85047782877
U2 - 10.1109/WD.2018.8361722
DO - 10.1109/WD.2018.8361722
M3 - Conference contribution
AN - SCOPUS:85047782877
T3 - IFIP Wireless Days
SP - 207
EP - 212
BT - 2018 Wireless Days, WD 2018
A2 - Gerla, Mario
A2 - Idzikowski, Filip
A2 - Rosenberg, Catherine
A2 - Kaneko, Megumi
A2 - Secci, Stefano
A2 - Mnaouer, Adel Ben
A2 - Achir, Nadjib
PB - IEEE Computer Society
T2 - 10th Annual Wireless Days Conference, WD 2018
Y2 - 3 April 2018 through 5 April 2018
ER -