A control-theoretic approach to flow control
SIGCOMM '91 Proceedings of the conference on Communications architecture & protocols
Using pathchar to estimate Internet link characteristics
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Traffic matrix estimation: existing techniques and new directions
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
End-to-end available bandwidth: measurement methodology, dynamics, and relation with TCP throughput
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Network Delay Tomography from End-to-End Unicast Measurements
IWDC '01 Proceedings of the Thyrrhenian International Workshop on Digital Communications: Evolutionary Trends of the Internet
Fast accurate computation of large-scale IP traffic matrices from link loads
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
An information-theoretic approach to traffic matrix estimation
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
A measurement study of available bandwidth estimation tools
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Structural analysis of network traffic flows
Proceedings of the joint international conference on Measurement and modeling of computer systems
A distributed approach to measure IP traffic matrices
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Stochastic analysis of packet-pair probing for network bandwidth estimation
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Network modelling and simulation
Adding definition to active probing
ACM SIGCOMM Computer Communication Review
Passive network tomography using EM algorithms
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference - Volume 03
A queueing-theoretic foundation of available bandwidth estimation: single-hop analysis
IEEE/ACM Transactions on Networking (TON)
A stochastic foundation of available bandwidth estimation: multi-hop analysis
IEEE/ACM Transactions on Networking (TON)
Feedback-assisted robust estimation of available bandwidth
Computer Networks: The International Journal of Computer and Telecommunications Networking
Bandwidth estimation: metrics, measurement techniques, and tools
IEEE Network: The Magazine of Global Internetworking
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We present a queueing theoretic analysis of packet-dispersion based probing. The links are modeled as independent discrete-time queues with i.i.d. arrivals. We first derive an algorithm to obtain the (joint) distribution of the separation between the probes at the destination(s) for a given distribution of the spacing at the input. The parameter estimates of the arrival processes are obtained as the minimizer of a cost function between the empirical and calculated distributions. We also carry out extensive simulations and numerical experiments on the model to study the performance of the estimation algorithm for some non stationary arrival process. We find that the estimations work fairly well for two queues in series and for multicast. We also identify issues related to packet-dispersion based parameter estimation when there are multiple queues.