Title :
Effective routing algorithms based on node usage probability from a complex network perspective
Author :
Jiajing Wu ; Tse, Chi K. ; Lau, Francis C. M.
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., Kowloon, China
Abstract :
In this paper, we study the traffic performance in communication networks from a complex network perspective. The node usage probability is an effective metric for characterizing the traffic load distribution and how frequently a node is chosen to relay packets in a network. Based on the concept of node usage probability, we propose an effective routing strategy to maintain balanced traffic loads in the network nodes by avoiding overuse of certain nodes. Simulation results show that routing algorithms based on the proposed strategy can effectively balance traffic loads and improve the overall traffic performance.
Keywords :
complex networks; load distribution; probability; telecommunication congestion control; telecommunication network routing; telecommunication traffic; balanced traffic loads; communication networks; complex network perspective; effective routing algorithm; network nodes; node usage probability; overusage avoidance; packet relaying; routing strategy; traffic load distribution; traffic performance; Barium; Communication networks; Complex networks; Erbium; Heuristic algorithms; Internet; Routing;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865608