Systems and methods to speed up data stream processing

Systems and methods to speed up data stream processing

Systems and methods include receiving an input including a plurality of data points; processing the input at times where data points are received; preprocessing the input at times where some data points are lagging, the preprocessing includes a computation based on one or more predicted input values...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Gadge, Mohak, Palasdeokar, Roopesh, Lohani, Vaibhav, Alaettinoglu, Cengiz, Chavan, Prasad
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Systems and methods include receiving an input including a plurality of data points; processing the input at times where data points are received; preprocessing the input at times where some data points are lagging, the preprocessing includes a computation based on one or more predicted input values for lagging data points and storing one or more predicted output values in a cache based on the one or more predicted input values; and responsive to receiving the lagging data points, obtaining an associated output value from the cache.