System, method and computer-accessible medium for capturing data changes

The exemplary embodiments provide real-time data capture and processing which improves data processing performance and speed and facilitate passing of the processed data to various analytical sources, while maintaining superior data quality checks, particularly with respect to data elements associat...

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Hauptverfasser: Forghani, Behdad, Assousa, Mark, Vadakattu, Naga Venkata Sriram, Prabhakara, Janardhan Deepak, Jagtap, Mayur, Nath, Rahul Surendra, Kumar, Parvesh, Jain, Anurag, Chitnis, Abhijit
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creator Forghani, Behdad
Assousa, Mark
Vadakattu, Naga Venkata Sriram
Prabhakara, Janardhan Deepak
Jagtap, Mayur
Nath, Rahul Surendra
Kumar, Parvesh
Jain, Anurag
Chitnis, Abhijit
description The exemplary embodiments provide real-time data capture and processing which improves data processing performance and speed and facilitate passing of the processed data to various analytical sources, while maintaining superior data quality checks, particularly with respect to data elements associated with multiple data types. The proposed system and process can be used to continuously consume and listen to multiple events while mapping the events to appropriate schemas provided in a separate schema stream. The schema stream is provided once and cached to minimize bandwidth consumed by the transaction stream. The schema information is then further enriched with information from a metadata registry. The event data may then be compressed and aligned in memory tables based on the enriched schema. Once events are decoded and sorted into memory tables in accordance to the identified schema, each memory table can be processed in parallel.
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title System, method and computer-accessible medium for capturing data changes
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