Importance sampling for stochastic simulations
Management Science
MPEG: a video compression standard for multimedia applications
Communications of the ACM - Special issue on digital multimedia systems
IEEE/ACM Transactions on Networking (TON)
A histogram-based model for video traffic behavior in an ATM multiplexer
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
Fast Simulation of Rare Events in Queueing and Reliability Models
Performance Evaluation of Computer and Communication Systems, Joint Tutorial Papers of Performance '93 and Sigmetrics '93
INFOCOM '95 Proceedings of the Fourteenth Annual Joint Conference of the IEEE Computer and Communication Societies (Vol. 2)-Volume - Volume 2
Experimental queueing analysis with long-range dependent packet traffic
IEEE/ACM Transactions on Networking (TON)
On the characterization of VBR MPEG streams
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
On the effect and control of self-similar network traffic: a simulation perspective
Proceedings of the 29th conference on Winter simulation
Time-parallel generation of self-similar ATM traffic
Proceedings of the 29th conference on Winter simulation
Simulation of nonGaussian long-range-dependent traffic using wavelets
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A survey of statistical source models for variable-bit-rate compressed video
Multimedia Systems - Special issue on video content based retrieval
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
Performance evaluation of multiple time scale TCP under self-similar traffic conditions
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on modeling and simulation of communication networks
Real-Time Transport of MPEG Video with a Statistically Guaranteed Loss Ratio in ATM Networks
IEEE Transactions on Parallel and Distributed Systems
Modeling heterogeneous network traffic in wavelet domain
IEEE/ACM Transactions on Networking (TON)
A new heavy-tailed discrete distribution for LRD M/G/∞ sample generation
Performance Evaluation
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Advances in modeling and engineering of Longe-Range dependent traffic
The impact of non-Gaussian distribution traffic on network performance
Journal of Computer Science and Technology
Performance evaluation of an adaptive-rate MPEG encoder matching intserv traffic constraints
IEEE/ACM Transactions on Networking (TON)
A Practical Model for VBR Video Traffic with Applications
MMNS '01 Proceedings of the 4th IFIP/IEEE International Conference on Management of Multimedia Networks and Services: Management of Multimedia on the Internet
A Parsimonious Multifractal Model for WWW Traffic
Revised Papers from the NETWORKING 2002 Workshops on Web Engineering and Peer-to-Peer Computing
On the Temporal Characteristics of Video Traffic
LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks
Modeling web requests: a multifractal approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
On-chip traffic modeling and synthesis for MPEG-2 video applications
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Importance sampling for the estimation of buffer overflow probabilities via trace-driven simulations
IEEE/ACM Transactions on Networking (TON)
Non-Gaussian and Long Memory Statistical Characterizations for Internet Traffic with Anomalies
IEEE Transactions on Dependable and Secure Computing
A new model for MPEG video traffic at the frame level using self-similar processes
SpringSim '07 Proceedings of the 2007 spring simulaiton multiconference - Volume 1
Using the Whittle Estimator for the Selection of an Autocorrelation Function Family
ASMTA '08 Proceedings of the 15th international conference on Analytical and Stochastic Modeling Techniques and Applications
FISTE: A black box approach for end-to-end QoS management
ACM Transactions on Modeling and Computer Simulation (TOMACS)
A unified traffic model for MPEG-4 and H.264 video traces
IEEE Transactions on Multimedia
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A study on transformation of self-similar processes with arbitrary marginal distributions
ACSAC'06 Proceedings of the 11th Asia-Pacific conference on Advances in Computer Systems Architecture
Practical modelling for generating self-similar VBR video traffic
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
A study of the burstiness of combined MPEG video and audio bitstreams
Computer Communications
Generation of self-similar processes for simulation studies of telecommunication networks
Mathematical and Computer Modelling: An International Journal
Cross-layer quality-based resource reservation for scalable multimedia
Computer Communications
Shifting-level process as a LRD video traffic model and related queuing results
Computer Communications
Supporting MPEG video VBR traffic in wireless networks
Computer Communications
NEW2AN'07 Proceedings of the 7th international conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
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Variable bit rate (VBR) compressed video is expected to become one of the major loading factors in high-speed packet networks such as ATM-based B-ISDN. However, recent measurements based on long empirical traces (complete movies) revealed that VBR video traffic possesses self-similar (or fractal) characteristics, meaning that the dependence in the traffic stream lasts much longer than traditional models can capture.In this paper, we present a unified approach which, in addition to accurately modeling the marginal distribution of empirical video records, also models directly both the short and the long-term empirical autocorrelation structures. We also present simulation results using synthetic data and compare with results based on empirical video traces.Furthermore, we extend the application of efficient estimation techniques based on importance sampling that we had used before only for simple fractal processes. We use importance sampling techniques to efficiently estimate low probabilities of packet losses that occur when a multiplexer is fed with synthetic traffic from our self-similar VBR video model.