Title :
Performance analysis of mixed polling schemes with multiple classes of self-similar traffic input to build comprehensive SLAs
Author :
Iftikhar, Mohsin ; Imran, Muhammad ; Al-Naymat, Ghazi ; Alnuem, Mohammad A. ; Mathkour, Hassan
Author_Institution :
Coll. of Comput. & Inf. Sci., King Saud Univ., Riyadh, Saudi Arabia
Abstract :
Solitary polling technique is not a better choice to get rid of multiple queuing problems for getting enhanced performance against single server. Enhanced and reliable performance upon multi queued traffic can be achieved through the utilization of right selection of joint polling schemes. The complexity of polling design is directly proportional to its performance. Exhaustive polling scheme is outperformed by limited service polling policy but under average load of traffic both contain same mean transfer delay. Several polling methods are the part of literature but the question of their optimal utilization in joint manners against multiple queue buffers is still open. In this paper, we build a complete analytical framework for mixed exhaustive and limited service polling model based on G/M/1 queuing system. We build the Markov chain and extract the closed form expressions of packet delay for multiple classes of self-similar traffic. We further experimentally implement four queues model with different arrangements of mixed polling schemes to conclude the most optimal joint polling model for modern 4G wireless network through analyzing the co-relation between delay and Hurst parameter.
Keywords :
4G mobile communication; Markov processes; queueing theory; telecommunication network reliability; telecommunication traffic; 4G wireless network; G/M/1 queuing system; Hurst parameter; Markov chain; comprehensive SLA; exhaustive polling scheme; joint polling scheme; limited service polling model; limited service polling policy; mixed polling scheme; multiple queuing problems; multiqueued traffic; performance analysis; queue buffers; self-similar traffic; service level agreement; solitary polling; Analytical models; Delays; Logic gates; Markov processes; Queueing analysis; Servers; Wireless communication; Exhaustive; G/M/1; Gated; Self-Similar;
Conference_Titel :
Local Computer Networks Workshops (LCN Workshops), 2013 IEEE 38th Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4799-0539-3
DOI :
10.1109/LCNW.2013.6758543