About this document

Decaying Windows in Data Analytics by raja sp is a document available to read on EtoBox.

The document discusses the limitations of simple sliding windows in data stream processing, which abruptly discard older data. It introduces decaying windows, which gradually reduce the weight of older data using an exponential decay function, allowing for a smoother importance handling of historical data. Decaying windows are beneficial in various applications, such as stock price analysis and network monitoring, as they retain all historical data while diminishing its impact over time.

Author

raja sp

Language

EN