Effective bandwidths for multiclass Markov fluids and other ATM sources
IEEE/ACM Transactions on Networking (TON)
On the constancy of internet path properties
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Effective bandwidth estimation and testing for Markov sources
Performance Evaluation
The output of a switch, or, effective bandwidths for networks
Queueing Systems: Theory and Applications
Many Sources Asymptotics for Networks with Small Buffers
Queueing Systems: Theory and Applications
Theory and practice of cross-traffic estimation
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)
Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)
Probe-based admission control for a differentiated-services internet
Computer Networks: The International Journal of Computer and Telecommunications Networking
End-to-end quality of service-based admission control using the fictitious network analysis
Computer Communications
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New Internet services like video on-demand, high definition IPTV, high definition video conferences and some real time applications have strong QoS requirements regarding losses, delay, jitter, etc. This work addresses the challenge of guaranteeing quality of service (QoS) in the Internet from a statistical point of view. Three lines of work are proposed. The first one is about the estimation of the QoS parameters from traffic traces (in the context of large deviation theory and effective bandwidth). The second one, address the admission control problem from results of the many sources and small buffer asymptotic. Finally, the third line focuses on the estimation of QoS parameters seen by an application based on end-to-end active measurements and statistical learning tools.