Machine Learning Techniques to Preempt IPTV Service Downtime with Time Series Anomaly Detection on DSLAM Systems at Telefonica

date:

Sunday, Jun 19, 2022

Time:

5:56 am

Track:

Summary:

Telefónica, the biggest Spanish telecommunications company, asked us to provide a machine learning solution capable of detecting when one of their DSLAMs has an anomaly in registered customers indicating a loss in customer IPTV service. You will be shown how to deal with thousands of time series data by combining clustering algorithms, smoothing methods and deep learning tools to obtain efficient and high-performance results.

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