Adobe, Inc.

Aneesh Shetty

Fan Du

Atanu Ranjan Sinha

Iftikhar Ahamath Burhanuddin

Saurabh Mahapatra

Aurghya Maiti

Manoj Kilaru

Rachit Bansal

Tirupati Saketh Chandra

Titas Chakraborty

Systems and methods for data analytics are described. One or more embodiments of the present disclosure receive target time series data and candidate time series data, where the candidate time series data includes data corresponding to each of a plurality of candidate metrics, train a prediction network to predict the target time series data based on the candidate time series data by setting temporal attention weights corresponding to a plurality of rolling time windows and by setting candidate attention weights corresponding to the plurality of candidate metrics, identify a leading indicator metric for the target time series data from the plurality of candidate metrics based on the temporal attention weights and the candidate attention weights, and signal the leading indicator metric for the target time series data.

Leading indicators and monitor business KPIs and metrics for preemptive action

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Navi Mumbai, India

Aneesh Shetty