NDLI: Practical Time-Scale Fitting of Self-Similar Traffic with Markov-Modulated Poisson Process

Content Provider	Springer Nature Link
Author	Yoshihara, Tadafumi Kasahara, Shoji Takahashi, Yutaka
Copyright Year	2001
Abstract	Recent measurements of packet/cell streams in multimedia communication networks have revealed that they have the self-similar property and are of different characteristics from traditional traffic streams. In this paper, we first give some definitions of self-similarity. Then, we propose a fitting method for the self-similar traffic in terms of Markov-modulated Poisson process (MMPP). We construct an MMPP as the superposition of two-state MMPPs and fit it so as to match the variance function over several time-scales. Numerical examples show that the variance function of the self-similar process can be well represented by that of resulting MMPPs. We also examine the queueing behavior of the resulting MMPP/D/1 queueing systems. We compare the analytical results of MMPP/D/1 with the simulation ones of the queueing system with self-similar input.
Starting Page	185
Ending Page	211
Page Count	27
File Format	PDF
ISSN	10184864
Journal	Telecommunication Systems
Volume Number	17
Issue Number	1-2
e-ISSN	15729451
Language	English
Publisher	Kluwer Academic Publishers
Publisher Date	2001-01-01
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Computer Communication Networks Artificial Intelligence (incl. Robotics) Probability Theory and Stochastic Processes Business Information Systems
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Multiscale Fitting Procedure Using Markov Modulated Poisson Processes

Modelling H.264/AVC VBR video traffic: comparison of a Markov and a self-similar source model

Optimal Threshold Policies for Admission Control in Communication Networks via Discrete Parameter Stochastic Approximation

Performance analysis of a dynamic handoff scheme in wireless networks with heterogeneous call arrival processes

On the effects of the packet size distribution on the packet loss process

A Markov modulated fluid queueing system with strict priority

Parameter estimation and optimization techniques for discrete-time semi-Markov models of H.264/AVC video traffic

Fountain-inspired erasure coding for real-time traffic : Performance analysis and simulation

An efficient modeling and dimensioning approach for integrated streaming and elastic traffic

Practical Time-Scale Fitting of Self-Similar Traffic with Markov-Modulated Poisson Process

Similar Documents

Multiscale Fitting Procedure Using Markov Modulated Poisson Processes

Modelling H.264/AVC VBR video traffic: comparison of a Markov and a self-similar source model

Optimal Threshold Policies for Admission Control in Communication Networks via Discrete Parameter Stochastic Approximation

Performance analysis of a dynamic handoff scheme in wireless networks with heterogeneous call arrival processes

On the effects of the packet size distribution on the packet loss process

A Markov modulated fluid queueing system with strict priority

Parameter estimation and optimization techniques for discrete-time semi-Markov models of H.264/AVC video traffic

Fountain-inspired erasure coding for real-time traffic : Performance analysis and simulation

An efficient modeling and dimensioning approach for integrated streaming and elastic traffic

Practical Time-Scale Fitting of Self-Similar Traffic with Markov-Modulated Poisson Process