Title :
APC: an active queue management algorithm based on proportional controller
Author :
Wang, Zheng ; Pan, Fei ; Gao, Ling
Author_Institution :
Eng. & Technol. Service, IBM GCG, Shanghai, China
Abstract :
As the active queue management algorithm based on PI controller has an issue of slow response to the change of network traffic, a new AQM algorithm named adaptive parameters controller (APC) is put forward in this paper. By adding self-adaptive mechanisms into proportion controller, it can work well in various network environments and gets fast response speed to the traffic oscillation. Liquid theory is used to build the mathematic model of APC. By using periodic updating method, APC reduces the computational complexity of algorithm effectively. Experiment results show that APC can achieve higher response speed when compared PI controller while keeping good performance in loss rate and link utilization.
Keywords :
PI control; adaptive control; computational complexity; computer network management; control system synthesis; mathematical analysis; queueing theory; telecommunication control; telecommunication traffic; PI controller; active queue management algorithm; adaptive parameters controller; computational complexity reduction; liquid theory; network traffic; periodic updating method; proportional controller; self-adaptive mechanisms; traffic oscillation; Adaptive control; Algorithm design and analysis; Communication system traffic control; Control theory; Delay; Mathematical model; Mathematics; Programmable control; Proportional control; Traffic control;
Conference_Titel :
Communications and Information Technology, 2005. ISCIT 2005. IEEE International Symposium on
Print_ISBN :
0-7803-9538-7
DOI :
10.1109/ISCIT.2005.1567104