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)
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
What are the implications of long-range dependence for VBR-video traffic engineering?
IEEE/ACM Transactions on Networking (TON)
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Improved loss calculations at an ATM multiplexer
IEEE/ACM Transactions on Networking (TON)
On the relevance of long-range dependence in network traffic
IEEE/ACM Transactions on Networking (TON)
Real-Time Transport of MPEG Video with a Statistically Guaranteed Loss Ratio in ATM Networks
IEEE Transactions on Parallel and Distributed Systems
The BMAP/G/1 QUEUE: A Tutorial
Performance Evaluation of Computer and Communication Systems, Joint Tutorial Papers of Performance '93 and Sigmetrics '93
High-speed calculation method of the Hurst parameter based on real traffic
LCN '00 Proceedings of the 25th Annual IEEE Conference on Local Computer Networks
Mean value analysis for computer systems with variabilities in workload
IPDS '96 Proceedings of the 2nd International Computer Performance and Dependability Symposium (IPDS '96)
Modeling IP traffic using the batch Markovian arrival process
Performance Evaluation - Modelling techniques and tools for computer performance evaluation
Bridging router performance and queuing theory
Proceedings of the joint international conference on Measurement and modeling of computer systems
Loss ratio approximations in buffered systems with regulated inputs
valuetools '06 Proceedings of the 1st international conference on Performance evaluation methodolgies and tools
Traffic data repository at the WIDE project
ATEC '00 Proceedings of the annual conference on USENIX Annual Technical Conference
Performance Modelling and Analysis of Heterogeneous Networks
Performance Modelling and Analysis of Heterogeneous Networks
Broadband traffic modeling: simple solutions to hard problems
IEEE Communications Magazine
On the nature and impact of self-similarity in real-time systems
Real-Time Systems
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This paper proposes a new performance analysis for obtaining the queue length distribution in a finite size buffer system. This analysis uses a simple traffic model based on histograms that captures the arrival rate distribution on a network model. In order to reflect the second-order statistics (long-range dependence and self-similarity) of network traffic this basic model has been extended using the Hurst parameter. The buffer occupancy distribution is obtained using these traffic models and defining a new stochastic process that works directly with histograms. The loss probability and network delay distribution can be obtained using this distribution. The estimation of the expected traffic loss probability is a key issue in provisioning Quality of Service in telecommunications networks. This paper shows that the proposed buffer occupancy distribution and loss probability calculations techniques are very precise.