Title :
Internet flow blocking probability calculation
Author :
Tang, Helen Y. ; Huang, Steed J. ; Chen, H. M Fred
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
Abstract :
A queuing analysis based on Internet traffic measurements is provided. First a finite-size Pareto queuing model for the heavy-tailed behavior of Internet flow traffic is presented. The derivation of the flow blocking probability with a finite buffer based on Internet flow traffic is provided. The flow blocking probability is given as a function of the buffer size, system load and parameter α of the measured flow duration distribution. These results are very useful for design trade-off of admission control algorithm or general network engineering where heavy tail phenomenon exists. In addition the behavior of the Internet consecutive packet loss duration (outage duration) is studied. The implicit relationship between heavy tail flow duration and heavy tail outage duration is identified in the queuing aspect
Keywords :
Internet; Pareto distribution; performance evaluation; probability; queueing theory; telecommunication congestion control; telecommunication traffic; Internet flow traffic; Internet traffic measurements; Pareto distribution; admission control algorithm; buffer size; consecutive packet loss duration; finite buffer; finite-size Pareto queuing model; flow blocking probability; heavy tail outage duration; heavy-tailed behavior; measured flow duration distribution; network engineering; outage duration; queuing analysis; system load; Admission control; Algorithm design and analysis; Communication system traffic control; Fluid flow measurement; Internet; Probability; Queueing analysis; Size measurement; Tail; Traffic control;
Conference_Titel :
Electrical and Computer Engineering, 2000 Canadian Conference on
Conference_Location :
Halifax, NS
Print_ISBN :
0-7803-5957-7
DOI :
10.1109/CCECE.2000.849547