Feedback-Driven Pattern Matching in Time Series Data

Feedback-Driven Pattern Matching in Time Series Data

While motif discovery methods have come a long way over the years, they generally match occurrences based on the similar shape of the whole subsequence. As patterns in production network monitoring environments, which monitors and manages entire infrastructures of millions of device metrics over tim...

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Bibliographic Details
Main Authors: M. Van Onsem, V. Ledoux, W. Melange, D. Dreesen, S. Van Hoecke
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Motif discovery
network monitoring
time series
matrix profile
Online Access:https://ieeexplore.ieee.org/document/10807292/
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