Title :
A Cognitive Approach for Congestion Control in High Traffic Networks
Author :
Sharifahmadian, Ershad ; Latifi, Shahram
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Nevada, Las Vegas, NV, USA
Abstract :
Network congestion is one of challenging tasks in communication networks and leads to queuing delay, packet loss or the blocking of new connections. Here, a cognitive method is proposed to deal with network congestion. Unlike previous methods for congestion control, the proposed method is an intelligent approach for congestion control when the link capacity and information inquiries are unknown or variable. Based on simulation results, the cognitive method is capable of optimally adjusting the available bandwidth, to provide optimal communication services in network.
Keywords :
cognitive systems; telecommunication congestion control; telecommunication traffic; communication network; high traffic network; information inquiries; link capacity; network congestion control; optimal communication service; packet loss; queuing delay; Bandwidth; Bayesian methods; Delay; Maximum likelihood estimation; Probabilistic logic; Protocols; Throughput; Cognitive system; Congestion control; Network communications;
Conference_Titel :
Systems Engineering (ICSEng), 2011 21st International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-1078-0
DOI :
10.1109/ICSEng.2011.54