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
Locating internet bottlenecks: algorithms, measurements, and implications
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Evaluation and characterization of available bandwidth probing techniques
IEEE Journal on Selected Areas in Communications
Measurement and analysis of single-hop delay on an IP backbone network
IEEE Journal on Selected Areas in Communications
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In this paper a novel approach to link utilization measurement is proposed. In the network, the source workstation sends IP packets (namely, probes) that have the time stamp options being set to an arbitrary ICMP-enabled destination. Each router that the probes traverse across will record a timestamp in the packets. The timestamps are collected and further processed to gain the link utilization. By analyzing the model of the single hop delay, it is observed that the packet processing delay, propagation delay, the clock skew greatly affect the timestamps. So, the LUS (Link Utilization Statistic) algorithm is proposed to remove the disturbance. The LUS algorithm computes the queuing delay of each probe by processing multiple timestamps jointly. Then being quantized and smoothed with slide window, the queuing delay is transformed into link utilization. This approach is verified through simulation.