Title :
Analytical and numerical estimates of the Weibull/M/1 and Weibull/Weibull/1 queues efficiency
Author :
Tamazian, Araik ; Bogachev, Mikhail
Author_Institution :
Dept. of Radio Syst., St. Petersburg State Electrotech. Univ., St. Petersburg, Russia
Abstract :
At the present time network communication is an important issue where erratic human behavior plays a major role, so the problem of network server efficiency analysis comes up. However, traditional models with Poisson arrival jobs flow are not accurate enough for such cases, so G/M/1 or G/G/1 models with non-exponential distribution of inter-arrival times and either exponentially or non-exponentially distributed service time could be an alternative. Here we introduce the Weibull/M/1 and Weibull/Weibull/1 queues - single server queues where inter-arrival time follows Weibull distribution, and service time follows either exponential or Weibull distributions. We found approximate analytical and numerical efficiency estimates for these queuing systems.
Keywords :
Weibull distribution; exponential distribution; queueing theory; Poisson arrival jobs flow; Weibull distribution; Weibull/M/1 queue; Weibull/Weibull/1 queue; exponential distribution; network communication; network server efficiency analysis; nonexponential distribution; numerical estimation; queue efficiency; Diamonds; Network servers; Queueing analysis; Servers; Weibull distribution; Wide area networks; World Wide Web; G/G/1 queue; G/M/1 queue; Weibull distribution;
Conference_Titel :
Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW), 2015 IEEE NW Russia
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4799-7305-7
DOI :
10.1109/EIConRusNW.2015.7102242