Title :
Second order effect of binary sources on characteristics of queue and loss rate
Author :
Sheng, Hong-Dah ; Li, San-qi
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Abstract :
A wideband source in high speed networks is typically represented by a binary random process. The second-order properties of each binary source are characterized here by a multistate Markov-modulated Poisson process. A comprehensive numerical study is carried out to identify the individual effect of source second-order dynamics on queue length and loss rate. The concept of input power spectrum is then developed as a unified source measurement for multimedia traffic queuing analyses. The authors thoroughly explore the relationship between the source second-order dynamics in the time domain and the input power spectrum in the frequency domain, as well as its overall impact on system performance
Keywords :
Markov processes; multimedia systems; queueing theory; telecommunication traffic; binary sources; frequency domain; high speed networks; input power spectrum; loss rate; multimedia traffic queuing analyses; multistate Markov-modulated Poisson process; queue length; source second-order dynamics; time domain; wideband source; Frequency domain analysis; High-speed networks; Performance loss; Power generation; Queueing analysis; Random processes; System performance; Telecommunication traffic; Traffic control; Wideband;
Conference_Titel :
INFOCOM '93. Proceedings.Twelfth Annual Joint Conference of the IEEE Computer and Communications Societies. Networking: Foundation for the Future, IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-8186-3580-0
DOI :
10.1109/INFCOM.1993.253253
