Time Series Analysis (Seasonality)
Implemented a seasonality detection algorithm on client data to detect seasonal applications on an SDWAN network. My algorithm could detect all the seasonal applications out of thousands of applications across all CPEs at a granular level (daily/weekly) using flow logs.
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Posted Jan 19, 2024
I built a custom model based on Fourier Transforms that could detect seasonal applications by using flow logs in an SDWAN network in an unsupervised manner.
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