Search Results for author: Smit Shah

Found 3 papers, 2 papers with code

Building an Automated and Self-Aware Anomaly Detection System

1 code implementation10 Nov 2020 Sayan Chakraborty, Smit Shah, Kiumars Soltani, Anna Swigart, Luyao Yang, Kyle Buckingham

Organizations rely heavily on time series metrics to measure and model key aspects of operational and business performance.

Anomaly Detection Time Series +1

Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment

1 code implementation4 Jan 2020 Sayan Chakraborty, Smit Shah, Kiumars Soltani, Anna Swigart

In this paper, we propose a method that isolates the root cause of an anomaly by analyzing the patterns in time series fluctuations.

Anomaly Detection Time Series +1

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