DocumentCode :
188116
Title :
Maximum Entropy Formalism of Multi-traffic Censored Priority Queue
Author :
Karamat, Tashfeen ; Karamat, Tashfeen
Author_Institution :
IT Park Deans Trade Cente, Al-Karim Enterprises, Peshawar, Pakistan
fYear :
2014
fDate :
27-29 Aug. 2014
Firstpage :
521
Lastpage :
527
Abstract :
The principle of maximum entropy (ME) proposes a stable method of inference for approximating the form of an unknown discrete state probability distribution, built on information expressed in terms of true expected values. The most fundamental in the analysis of complex queueing system is the provision of a convincing interpretation for a probability assignment free from arbitrary assumptions. In this paper, ME formalization is used to investigate performance of a censored priority system where we have considered three types of traffic i.e. video, voice and data entering the system to get service and the constraints involve only first two moments of inter arrival and service time distribution. The traffic arrival and departure process follow Generalized exponential distribution i.e. calls/packets arrive for service in burst/s and after getting service/or without getting service departs in burst/s. The video calls/packets that arrive when all the channels/servers are busy processing calls/packets wait in queue, data and voice calls/packets that arrive at the system and find shared channels busy are blocked. These block packets/calls are lost and never return to the system.
Keywords :
exponential distribution; queueing theory; telecommunication traffic; complex queueing system; data traffic; discrete state probability distribution; generalized exponential distribution; maximum entropy formalism; multitraffic censored priority queue; probability assignment; video traffic; voice traffic; Approximation methods; Entropy; Equations; Mathematical model; Queueing analysis; Servers; Streaming media; Cellular Systems; GE distribution; Loss System; Maximum Entropy; Performance Evaluation; Queueing theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Internet of Things and Cloud (FiCloud), 2014 International Conference on
Conference_Location :
Barcelona
Type :
conf
DOI :
10.1109/FiCloud.2014.91
Filename :
6984247
Link To Document :
بازگشت