The impact of autocorrelation on queuing systems
Management Science
Queue response to input correlation functions: discrete spectral analysis
IEEE/ACM Transactions on Networking (TON)
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Analysis, modeling and generation of self-similar VBR video traffic
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Modeling and simulation of self-similar variable bit rate compressed video: a unified approach
SIGCOMM '95 Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Experimental queueing analysis with long-range dependent packet traffic
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
On estimating the intensity of long-range dependence in finite and infinite variance time series
A practical guide to heavy tails
A gamma-based framework for modeling variable-rate MPEG video sources: the GOP GBAR model
IEEE/ACM Transactions on Networking (TON)
On the use of self-similar processes in network simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on modeling and simulation of communication networks
Concrete Mathematics: A Foundation for Computer Science
Concrete Mathematics: A Foundation for Computer Science
A new heavy-tailed discrete distribution for LRD M/G/∞ sample generation
Performance Evaluation
Queueing at large resources driven by long-tailed M/G/\infty-modulated processes
Queueing Systems: Theory and Applications
Modeling full-length video using Markov-modulated Gamma-based framework
IEEE/ACM Transactions on Networking (TON)
The M/G/∞ system revisited: finiteness, summability, long range dependence, and reverse engineering
Queueing Systems: Theory and Applications
A highly efficient M/G/∞ generator of self-similar traces
Proceedings of the 38th conference on Winter simulation
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
A refined version of M/G/∞ processes for modelling VBR video traffic
Computer Communications
Study of the impact of MPEG-1 correlations on video-sources statistical multiplexing
IEEE Journal on Selected Areas in Communications
Modeling full-length VBR video using Markov-renewal-modulated TES models
IEEE Journal on Selected Areas in Communications
Modeling video traffic using M/G/∞ input processes: a compromise between Markovian and LRD models
IEEE Journal on Selected Areas in Communications
MPEG-4 and H.263 video traces for network performance evaluation
IEEE Network: The Magazine of Global Internetworking
Suitability of the M/G/∞ process for modeling scalable H.264 video traffic
ASMTA'11 Proceedings of the 18th international conference on Analytical and stochastic modeling techniques and applications
| Hi-index | 0.00 |
With the increasing popularity of multimedia applications, videodata represents a large portion of the traffic in modern networks.Consequently, adequate models of video traffic, characterized by ahigh burstiness and a strong positive correlation, are veryimportant for the performance evaluation of network architecturesand protocols. This paper presents a method that uses the Whittleestimator to choose, between several models for VBR video trafficbased on the M/G/∞ process, the one that gives rise to abetter adjustment of the spectral density, and therefore of thecorrelation structure, of the traffic to model.