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View all- Wu HLiu YNi SCheng GHu X(2023)LossDetection: Real-Time Packet Loss Monitoring System for Sampled Traffic DataIEEE Transactions on Network and Service Management10.1109/TNSM.2022.320338920:1(30-45)Online publication date: Mar-2023
We consider online mining of correlated heavy-hitters (CHH) from a data stream. Given a stream of two-dimensional data, a correlated aggregate query first extracts a substream by applying a predicate along a primary dimension, and then computes an ...
In traffic monitoring, accounting, and network anomaly detection, it is often important to be able to detect high-volume traffic clusters in near real-time. Such heavy-hitter traffic clusters are often hierarchical (<i>ie</i>, they may occur at ...
Traffic measurement is key to many network management tasks such as performance monitoring and cyber-security. Its aim is to inspect the packet stream passing through a network device, classify them into flows according to the header fields, and obtain ...
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