Title :
Study on time-dependent departure process in a finite-buffer queueing model with BMAP-type input stream
Author :
Kempa, Wojciech M.
Author_Institution :
Fac. of Appl. Math., Silesian Univ. of Technol., Gliwice, Poland
Abstract :
Transient departure process of outgoing packets in a finite-buffer queueing model with the BMAP-type input stream and generally distributed processing times is investigated. Applying the paradigm of embedded Markov chain and the total probability law, a system of integral equations for the distribution function of the number of packets successfully processed up to fixed time t; conditioned by the initial level of buffer saturation and the state of the underlying Markov chain, is obtained. The solution of the corresponding system written for the mixed double transforms is found in a compact form by utilizing the approach based on linear and matrix algebra. Remarks on numerical treatment of analytical results and computational example are attached as well.
Keywords :
Markov processes; matrix algebra; probability; queueing theory; BMAP-type input stream; buffer saturation; distributed processing times; distribution function; embedded Markov chain; finite-buffer queueing model; linear algebra; matrix algebra; time-dependent departure process; total probability law; Integral equations; Markov processes; Mathematical model; Matrices; Probability distribution; Transforms; Transient analysis; BMAP-type arrival stream; departure process; finite buffer; queueing system; transient analysis;
Conference_Titel :
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
Conference_Location :
Gdynia
Print_ISBN :
978-1-4799-8320-9
DOI :
10.1109/CYBConf.2015.7175940