Title :
The node-centric formulation for network utility maximization of multihop wireless networks with elastic and inelastic traffic
Author :
Vo, Phuong Luu ; Siddiqui, Muhammad Shoaib ; Hong, Choong Seon
Author_Institution :
Dept. of Comput. Eng., Kyung Hee Univ., Seoul, South Korea
Abstract :
We consider a network with two kinds of traffic: inelastic and elastic. The inelastic traffic requires fixed throughput and high priority, while the elastic traffic has the rate that can be controlled and low priority. Given the fixed rate of inelastic traffic, the problem of how to inject the elastic traffic into the network to achieve the maximum utility of elastic traffic is solved in this paper. The node-centric formulation in cross-layer design framework is applied. By using Lagrange duality method, the congestion control, back-pressure routing and Max-weight scheduling are integrated naturally when decomposing the Larangian. The Greedy Distributed scheduling is introduced to not only decentralize scheduling, but also decrease the complexity of the Max-weight scheduling. The Back-pressure routing has presented the poor performance at the light load, the packets take an unnecessary long route from the source node to the destination node. As the result, the delay is excessively large at light load. The enhancement algorithm is implemented to maximize the utility while minimizing the resource usage. An admission control scheme is also introduced to check if the new inelastic flow is admissible.
Keywords :
radio networks; scheduling; telecommunication congestion control; telecommunication network routing; telecommunication traffic; Lagrange duality method; admission control scheme; back-pressure routing; congestion control; cross-layer design framework; elastic traffic; greedy distributed scheduling; inelastic traffic; max-weight scheduling; multihop wireless networks; network utility maximization; node-centric formulation; Matrix decomposition; Real time systems; Max-weight scheduling; back-pressure routing; distributed scheduling; inelastic; network optimization; rate control;
Conference_Titel :
Integrated Network Management (IM), 2011 IFIP/IEEE International Symposium on
Conference_Location :
Dublin
Print_ISBN :
978-1-4244-9219-0
Electronic_ISBN :
978-1-4244-9220-6
DOI :
10.1109/INM.2011.5990517