Burstiness in Broadband Integrated Networks

نویسندگان

  • Fabrice Guillemin
  • Jacqueline Boyer
  • Alain Dupuis
چکیده

Since broadband integrated networks have to cope with a wide range of bit rates, the notion of burstiness which expresses the irregularity of a ow, has been recognized as a vital question for such networks. In burstiness characterization encountered in the literature, special attention is given to the squared coe cient of variation of interarrival time (Cv2) in a cell arrival process. In order to observe the impact of a bursty ow on a queue, we introduce in this paper a new class of arrival process, the n-stage Markov Modulated Bernoulli Process, MMBPn , for short, and its peculiar case, the n-stage Hyper-Bernoulli process, denoted by HBPn. We numerically solve the MMBPn=D=1=K and we compute in particular the rejection probability and the mean waiting time. For that purpose, a relation between the stationary queue length distribution and arrival time distribution is established. This relation adapts the GASTA equality to the arrival process under consideration. We then discuss the relevance of Cv2 for burstiness characterization through an example : the HBP2=D=1=K queue. We show that Cv becomes signi cant only when local overload occurs, i.e., when the arrival rate is momentarily greater than the server rate. The results are then applied to two basic ATM problems : tra c characterization and bu er dimensioning using bursty inputs.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Survey of Congestion Control Techniques and Data Link Protocols in Satellite Networks

Satellite communication systems are the means of realizing a global broadband integrated services digital network. Due to the statistical nature of the integrated services tra c, the resulting rate uctuations and burstiness render congestion control a complicated, yet indispensable function. The long propagation delay of the earth-satellite link further imposes severe demands and constraints on...

متن کامل

A Survey of Congestion Control Techniques and Data

Satellite communication systems are the means of realizing a global broadband integrated services digital network. Due to the statistical nature of the integrated services traac, the resulting rate uctuations and burstiness render congestion control a complicated, yet indispensable function. The long propagation delay of the earth-satellite link further imposes severe demands and constraints on...

متن کامل

Novel Models of Broadband Traffic

We provide models which are capable of describing the long term correlations and self similar burstiness structure found in recent measurements of packet networks and VBR video. Two families of \fractal" arrival processes are presented which capture these features extremely compactly. We show the equivalence of one of these to processes with un-summable auto-correlation functions used recently ...

متن کامل

Burstiness Reduction of a Doubly Stochastic AR-Modeled Uniform Activity VBR Video

Stochastic modeling of network traffic is an area of significant research activity for current and future broadband communication networks. Multimedia traffic is statistically characterized by a bursty variable bit rate (VBR) profile. In this paper, we develop an improved model for uniform activity level video sources in ATM using a doubly stochastic autoregressive model driven by an underlying...

متن کامل

Modelling and control of broadband traffic using multiplicative multifractal cascades

Abstract. We present the results on the modelling and synthesis of broadband traffic processes namely ethernet inter-arrival times using the VVGM (variable variance gaussian multiplier) multiplicative multifractal model. This model is shown to be more appropriate for modelling network traffic which possess time varying scaling/self-similarity and burstiness. The model gives a simple and efficie...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Perform. Eval.

دوره 15  شماره 

صفحات  -

تاریخ انتشار 1992