Title :
Most balancing algorithms for optimal packet scheduling in multi-server wireless systems
Author :
Al-Zubaidy, Hussein ; Huang, Changcheng ; Yan, James
Author_Institution :
Carleton Univ., Ottawa, ON, Canada
Abstract :
We present an algorithm to implement “most balancing” packet scheduling policies in a discrete-time multi-server system of parallel queues with independent random queue-server connectivity. The MB policies are characterized by minimizing the total difference in queue lengths at every time slot. The proposed algorithm produces the server allocation strategy that achieves the minimum “imbalance index” at every time slot. This algorithm has a reduced computational complexity compared to a full-search through the set of all feasible policies. We also provide a low-complexity approximate implementation algorithm that performs close to the exact algorithm. Simulation results confirm our claims.
Keywords :
communication complexity; queueing theory; resource allocation; telecommunication services; MB policy; balancing algorithm; balancing packet scheduling policy; computational complexity; discrete-time multiserver system; imbalance index; independent random queue-server connectivity; multiserver wireless system; optimal packet scheduling; parallel queues; queue length; server allocation; Approximation algorithms; Computational complexity; Equations; Indexes; Resource management; Scheduling algorithm; Servers;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2011 IEEE
Conference_Location :
Cancun, Quintana Roo
Print_ISBN :
978-1-61284-255-4
DOI :
10.1109/WCNC.2011.5779213