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Performance Analysis of Lambda Architecture-Based Big-Data Systems on Air/Ground Surveillance Application with ADS-B Data

This study introduces a novel methodology designed to assess the accuracy of data processing in the Lambda Architecture (LA), an advanced big-data framework qualified for processing streaming (data in motion) and batch (data at rest) data. Distinct from prior studies that have focused on hardware pe...

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Principais autores: Mustafa Umut Demirezen, Tuğba Selcen Navruz
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-08-01
Serier:Sensors
Fag:
big data
Lambda Architecture
ADS-B
automatic dependent surveillance-broadcast
analytics
spark
Online adgang:https://www.mdpi.com/1424-8220/23/17/7580
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