Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs

Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs

Round-Trip Times are one of the most commonly collected performance metrics in computer networks. Measurement platforms such as RIPE Atlas provide researchers and network operators with an unprecedented amount of historical Internet delay measurements. It would be very useful to process these measur...

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Bibliographic Details
Main Authors: Maxime Mouchet, Sandrine Vaton, Thierry Chonavel, Emile Aben, Jasper Den Hertog
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Round-trip times
RIPE Atlas
hidden Markov models
nonparametric Bayesian models
anomaly detection
time series clustering
Online Access:https://ieeexplore.ieee.org/document/8964300/

Internet

https://ieeexplore.ieee.org/document/8964300/

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